Terjemahan disediakan oleh mesin penerjemah. Jika konten terjemahan yang diberikan bertentangan dengan versi bahasa Inggris aslinya, utamakan versi bahasa Inggris.

# Mistral AI
<a name="model-cards-mistral-ai"></a>

Model AI Mistral berikut tersedia di Amazon Bedrock:


| **Model** | **Deskripsi** | 
| --- | --- | 
| [Mistral Kecil](model-card-mistral-ai-mistral-small.md) | Mistral Small adalah model hemat biaya Mistral AI yang dioptimalkan untuk tugas latensi rendah seperti klasifikasi, terjemahan, dan dukungan pelanggan. | 
| [Kementerian 14B 3.0](model-card-mistral-ai-ministral-14b-3-0.md) | Ministral 14B 3.0 adalah model tepi parameter 14 miliar Mistral AI yang dioptimalkan untuk penerapan di perangkat dengan kinerja yang kuat pada tugas pengetahuan dan penalaran. | 
| [Ministro 3 8B](model-card-mistral-ai-ministral-3-8b.md) | Ministral 3 8B adalah model kompak parameter 8 miliar Mistral AI untuk penyebaran edge dan mobile dengan inferensi yang efisien. | 
| [Ministro 3B](model-card-mistral-ai-ministral-3b.md) | Ministral 3B adalah model parameter 3-miliar ultra-kompak Mistral AI untuk tugas-tugas di perangkat yang membutuhkan komputasi minimal. | 
| [Mistral Besar 3](model-card-mistral-ai-mistral-large-3.md) | Mistral Large 3 adalah model parameter 675 miliar Mistral AI dengan kinerja yang kuat pada pengkodean, penalaran, dan tugas multibahasa. | 
| [Voxtral Kecil 24B 2507](model-card-mistral-ai-voxtral-small-24b-2507.md) | Voxtral Small 24B adalah speech-to-text model Mistral AI dengan 24 miliar parameter untuk transkripsi akurasi tinggi dan pemahaman suara. | 
| [Magistral Kecil 2509](model-card-mistral-ai-magistral-small-2509.md) | Magistral Small 2509 adalah model penalaran Mistral AI yang digunakan chain-of-thought untuk memecahkan masalah matematika, pengkodean, dan logika yang kompleks. | 
| [Voxtral Mini 3B 2507](model-card-mistral-ai-voxtral-mini-3b-2507.md) | Voxtral Mini 3B adalah speech-to-text model ringkas Mistral AI untuk transkripsi real-time dan pemahaman suara pada perangkat edge. | 
| [Devstral 2 123B](model-card-mistral-ai-devstral-2-123b.md) | Devstral 2 123B adalah model pengkodean parameter 123 miliar Mistral AI yang dioptimalkan untuk tugas-tugas rekayasa perangkat lunak termasuk pembuatan kode, debugging, dan refactoring. | 
| [Pixtral Besar](model-card-mistral-ai-pixtral-large.md) | Pixtral Large adalah model multimodal parameter 124 miliar Mistral AI yang memproses teks dan gambar untuk penalaran visual dan pemahaman dokumen. | 
| [Mistral Besar](model-card-mistral-ai-mistral-large.md) | Mistral Large adalah model andalan Mistral AI dengan penalaran yang kuat, dukungan multibahasa, dan jendela konteks 32K untuk tugas-tugas perusahaan yang kompleks. | 
| [Instruksi Mixtral 8x7B](model-card-mistral-ai-mixtral-8x7b-instruct.md) | Mixtral 8x7B Instruct adalah mixture-of-experts model sparse Mistral AI dengan masing-masing 8 ahli dan parameter 7B, memberikan kinerja yang kuat pada kecepatan inferensi yang lebih cepat. | 
| [Instruksi Mistral 7B](model-card-mistral-ai-mistral-7b-instruct.md) | Mistral 7B Instruct adalah model instruksi parameter 7 miliar Mistral AI dengan perhatian kueri yang dikelompokkan dan perhatian jendela geser untuk inferensi konteks panjang yang efisien. | 

# Mistral Kecil
<a name="model-card-mistral-ai-mistral-small"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI — Mistral Kecil
<a name="model-card-mistral-ai-mistral-small-header"></a>

## Detail Model
<a name="model-card-mistral-ai-mistral-small-details"></a>

Mistral Small adalah model hemat biaya Mistral AI yang dioptimalkan untuk tugas latensi rendah seperti klasifikasi, terjemahan, dan dukungan pelanggan. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** 16 Des 2025
+ **Tanggal model EOL:** Tidak lebih cepat dari 5/24/2025
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** token 32K
+ **Token keluaran maks:** 4K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Chat Completions | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

## Harga
<a name="model-card-mistral-ai-mistral-small-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-mistral-small-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) yang didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html).


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.mistral-small-2402-v1:0 | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-mistral-small-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Reserved** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-mistral-small-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-mistral-small-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-mistral-small-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

```
pip install boto3
```

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.mistral-small-2402-v1:0',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.mistral-small-2402-v1:0',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Kementerian 14B 3.0
<a name="model-card-mistral-ai-ministral-14b-3-0"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI — Ministro 14B 3.0
<a name="model-card-mistral-ai-ministral-14b-3-0-header"></a>

## Detail Model
<a name="model-card-mistral-ai-ministral-14b-3-0-details"></a>

Ministral 14B 3.0 adalah model tepi parameter 14 miliar Mistral AI yang dioptimalkan untuk penerapan di perangkat dengan kinerja yang kuat pada tugas pengetahuan dan penalaran. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** 2 Desember 2025
+ **Tanggal model EOL:** N/A
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** 128K token
+ **Token keluaran maks:** 8K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

**catatan**  
Bila memungkinkan, kami sarankan Anda menggunakan `bedrock-mantle` endpoint.

## Kemampuan dan Fitur
<a name="model-card-mistral-ai-ministral-14b-3-0-capabilities"></a>

***Fitur Batuan Dasar***

**Fitur yang didukung menggunakan `bedrock-runtime` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-ministral-14b-3-0.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-ministral-14b-3-0.html)  | 

## Harga
<a name="model-card-mistral-ai-ministral-14b-3-0-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-ministral-14b-3-0-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html) dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) didukung.


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.ministral-3-14b-instruct | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-ministral-14b-3-0-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Flex** | **Dilindungi** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-ministral-14b-3-0-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2(Ohio) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-south-1(Milan) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2(London) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1(Tokyo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-ministral-14b-3-0-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-ministral-14b-3-0-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

------
#### [ Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

------
#### [ Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-runtime.<your-region>.amazonaws.com/v1"
```

------
#### [ Invoke/Converse API ]

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

------

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="mistral.ministral-3-14b-instruct",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.ministral-3-14b-instruct',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.ministral-3-14b-instruct',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Ministro 3 8B
<a name="model-card-mistral-ai-ministral-3-8b"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI — Kementerian 3 8B
<a name="model-card-mistral-ai-ministral-3-8b-header"></a>

## Detail Model
<a name="model-card-mistral-ai-ministral-3-8b-details"></a>

Ministral 3 8B adalah model kompak parameter 8 miliar Mistral AI untuk penyebaran edge dan mobile dengan inferensi yang efisien. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** 02 Desember 2025
+ **Tanggal model EOL:** N/A
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** 128K token
+ **Token keluaran maks:** 8K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

**catatan**  
Bila memungkinkan, kami sarankan Anda menggunakan `bedrock-mantle` endpoint.

## Kemampuan dan Fitur
<a name="model-card-mistral-ai-ministral-3-8b-capabilities"></a>

***Fitur Batuan Dasar***

**Fitur yang didukung menggunakan `bedrock-mantle` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-ministral-3-8b.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-ministral-3-8b.html)  | 

**Fitur yang didukung menggunakan `bedrock-runtime` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-ministral-3-8b.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-ministral-3-8b.html)  | 

## Harga
<a name="model-card-mistral-ai-ministral-3-8b-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-ministral-3-8b-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html) dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) didukung.


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.ministral-3-8b-instruct | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 
| bedrock-mantle | mistral.ministral-3-8b-instruct | https://bedrock-mantle.\$1region\$1.api.aws/v1 | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-ministral-3-8b-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Reserved** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-ministral-3-8b-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2(Ohio) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-south-1(Milan) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2(London) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1(Tokyo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-ministral-3-8b-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-ministral-3-8b-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

------
#### [ Responses/Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

------
#### [ Responses/Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-mantle.<your-region>.api.aws/v1"
```

------
#### [ Invoke/Converse API ]

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

------

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Responses API ]

```
from openai import OpenAI

client = OpenAI()

response = client.responses.create(
    model="mistral.ministral-3-8b-instruct",
    input="Can you explain the features of Amazon Bedrock?"
    )
print(response)
```

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="mistral.ministral-3-8b-instruct",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.ministral-3-8b-instruct',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.ministral-3-8b-instruct',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Ministro 3B
<a name="model-card-mistral-ai-ministral-3b"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI — Ministro 3B
<a name="model-card-mistral-ai-ministral-3b-header"></a>

## Detail Model
<a name="model-card-mistral-ai-ministral-3b-details"></a>

Ministral 3B adalah model parameter 3-miliar ultra-kompak Mistral AI untuk tugas-tugas di perangkat yang membutuhkan komputasi minimal. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** 2 Desember 2025
+ **Tanggal model EOL:** N/A
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** 128K token
+ **Token keluaran maks:** 8K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

**catatan**  
Bila memungkinkan, kami sarankan Anda menggunakan `bedrock-mantle` endpoint.

## Kemampuan dan Fitur
<a name="model-card-mistral-ai-ministral-3b-capabilities"></a>

***Fitur Batuan Dasar***

**Fitur yang didukung menggunakan `bedrock-runtime` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-ministral-3b.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-ministral-3b.html)  | 

## Harga
<a name="model-card-mistral-ai-ministral-3b-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-ministral-3b-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html) dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) didukung.


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.ministral-3-3b-instruct | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-ministral-3b-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Reserved** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-ministral-3b-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2(Ohio) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-south-1(Milan) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2(London) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1(Tokyo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-ministral-3b-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-ministral-3b-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

------
#### [ Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

------
#### [ Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-runtime.<your-region>.amazonaws.com/v1"
```

------
#### [ Invoke/Converse API ]

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

------

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="mistral.ministral-3-3b-instruct",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.ministral-3-3b-instruct',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.ministral-3-3b-instruct',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Mistral Besar 3
<a name="model-card-mistral-ai-mistral-large-3"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI - Mistral Besar 3
<a name="model-card-mistral-ai-mistral-large-3-header"></a>

## Detail Model
<a name="model-card-mistral-ai-mistral-large-3-details"></a>

Mistral Large 3 adalah model parameter 675 miliar Mistral AI dengan kinerja yang kuat pada pengkodean, penalaran, dan tugas multibahasa. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** 2 Desember 2025
+ **Tanggal model EOL:** N/A
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** 128K token
+ **Token keluaran maks:** 32K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

**catatan**  
Bila memungkinkan, kami sarankan Anda menggunakan `bedrock-mantle` endpoint.

## Kemampuan dan Fitur
<a name="model-card-mistral-ai-mistral-large-3-capabilities"></a>

***Fitur Batuan Dasar***

**Fitur yang didukung menggunakan `bedrock-mantle` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-mistral-large-3.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-mistral-large-3.html)  | 

**Fitur yang didukung menggunakan `bedrock-runtime` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-mistral-large-3.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-mistral-large-3.html)  | 

## Harga
<a name="model-card-mistral-ai-mistral-large-3-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-mistral-large-3-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) yang didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html).


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.mistral-large-3-675b-instruct | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 
| bedrock-mantle | mistral.mistral-large-3-675b-instruct | https://bedrock-mantle.\$1region\$1.api.aws/v1 | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-mistral-large-3-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Reserved** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-mistral-large-3-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2(Ohio) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1(Tokyo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-mistral-large-3-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-mistral-large-3-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

------
#### [ Responses/Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

------
#### [ Responses/Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-mantle.<your-region>.api.aws/v1"
```

------
#### [ Invoke/Converse API ]

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

------

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Responses API ]

```
from openai import OpenAI

client = OpenAI()

response = client.responses.create(
    model="mistral.mistral-large-3-675b-instruct",
    input="Can you explain the features of Amazon Bedrock?"
    )
print(response)
```

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="mistral.mistral-large-3-675b-instruct",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.mistral-large-3-675b-instruct',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.mistral-large-3-675b-instruct',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Voxtral Kecil 24B 2507
<a name="model-card-mistral-ai-voxtral-small-24b-2507"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI - Voxtral Kecil 24B 2507
<a name="model-card-mistral-ai-voxtral-small-24b-2507-header"></a>

## Detail Model
<a name="model-card-mistral-ai-voxtral-small-24b-2507-details"></a>

Voxtral Small 24B adalah speech-to-text model Mistral AI dengan 24 miliar parameter untuk transkripsi akurasi tinggi dan pemahaman suara. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** 30 Okt 2025
+ **Tanggal model EOL:** N/A
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** token 32K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

**catatan**  
Bila memungkinkan, kami sarankan Anda menggunakan `bedrock-mantle` endpoint.

## Kemampuan dan Fitur
<a name="model-card-mistral-ai-voxtral-small-24b-2507-capabilities"></a>

***Fitur Batuan Dasar***

**Fitur yang didukung menggunakan `bedrock-mantle` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-voxtral-small-24b-2507.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-voxtral-small-24b-2507.html)  | 

**Fitur yang didukung menggunakan `bedrock-runtime` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-voxtral-small-24b-2507.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-voxtral-small-24b-2507.html)  | 

## Harga
<a name="model-card-mistral-ai-voxtral-small-24b-2507-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-voxtral-small-24b-2507-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) yang didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html).


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.voxtral-small-24b-2507 | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 
| bedrock-mantle | mistral.voxtral-small-24b-2507 | https://bedrock-mantle.\$1region\$1.api.aws/v1 | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-voxtral-small-24b-2507-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Reserved** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-voxtral-small-24b-2507-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2(Ohio) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-south-1(Milan) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2(London) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1(Tokyo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-voxtral-small-24b-2507-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-voxtral-small-24b-2507-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

------
#### [ Responses/Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

------
#### [ Responses/Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-mantle.<your-region>.api.aws/v1"
```

------
#### [ Invoke/Converse API ]

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

------

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Responses API ]

```
from openai import OpenAI

client = OpenAI()

response = client.responses.create(
    model="mistral.voxtral-small-24b-2507",
    input="Can you explain the features of Amazon Bedrock?"
    )
print(response)
```

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="mistral.voxtral-small-24b-2507",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.voxtral-small-24b-2507',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.voxtral-small-24b-2507',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Magistral Kecil 2509
<a name="model-card-mistral-ai-magistral-small-2509"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI — Magistral Kecil 2509
<a name="model-card-mistral-ai-magistral-small-2509-header"></a>

## Detail Model
<a name="model-card-mistral-ai-magistral-small-2509-details"></a>

Magistral Small 2509 adalah model penalaran Mistral AI yang digunakan chain-of-thought untuk memecahkan masalah matematika, pengkodean, dan logika yang kompleks. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** Sep 2025
+ **Tanggal model EOL:** N/A
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** 128K token
+ **Token keluaran maks:** 40K
+ **Penalaran: Didukung**


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

**catatan**  
Bila memungkinkan, kami sarankan Anda menggunakan `bedrock-mantle` endpoint.

## Kemampuan dan Fitur
<a name="model-card-mistral-ai-magistral-small-2509-capabilities"></a>

***Fitur Batuan Dasar***

**Fitur yang didukung menggunakan `bedrock-mantle` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-magistral-small-2509.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-magistral-small-2509.html)  | 

**Fitur yang didukung menggunakan `bedrock-runtime` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-magistral-small-2509.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-magistral-small-2509.html)  | 

## Harga
<a name="model-card-mistral-ai-magistral-small-2509-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-magistral-small-2509-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) yang didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html).


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.magistral-small-2509 | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 
| bedrock-mantle | mistral.magistral-small-2509 | https://bedrock-mantle.\$1region\$1.api.aws/v1 | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-magistral-small-2509-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Reserved** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-magistral-small-2509-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2(Ohio) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-south-1(Milan) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2(London) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1(Tokyo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-magistral-small-2509-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-magistral-small-2509-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

------
#### [ Responses/Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

------
#### [ Responses/Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-mantle.<your-region>.api.aws/v1"
```

------
#### [ Invoke/Converse API ]

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

------

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Responses API ]

```
from openai import OpenAI

client = OpenAI()

response = client.responses.create(
    model="mistral.magistral-small-2509",
    input="Can you explain the features of Amazon Bedrock?"
    )
print(response)
```

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="mistral.magistral-small-2509",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.magistral-small-2509',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.magistral-small-2509',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Voxtral Mini 3B 2507
<a name="model-card-mistral-ai-voxtral-mini-3b-2507"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)AI Mistral — Voxtral Mini 3B 2507
<a name="model-card-mistral-ai-voxtral-mini-3b-2507-header"></a>

## Detail Model
<a name="model-card-mistral-ai-voxtral-mini-3b-2507-details"></a>

Voxtral Mini 3B adalah speech-to-text model ringkas Mistral AI untuk transkripsi real-time dan pemahaman suara pada perangkat edge. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** Juli 2025
+ **Tanggal model EOL:** N/A
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** token 32K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

**catatan**  
Bila memungkinkan, kami sarankan Anda menggunakan `bedrock-mantle` endpoint.

## Kemampuan dan Fitur
<a name="model-card-mistral-ai-voxtral-mini-3b-2507-capabilities"></a>

***Fitur Batuan Dasar***

**Fitur yang didukung menggunakan `bedrock-mantle` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-voxtral-mini-3b-2507.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-voxtral-mini-3b-2507.html)  | 

**Fitur yang didukung menggunakan `bedrock-runtime` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-voxtral-mini-3b-2507.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-voxtral-mini-3b-2507.html)  | 

## Harga
<a name="model-card-mistral-ai-voxtral-mini-3b-2507-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-voxtral-mini-3b-2507-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html) dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) didukung.


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.voxtral-mini-3b-2507 | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 
| bedrock-mantle | mistral.voxtral-mini-3b-2507 | https://bedrock-mantle.\$1region\$1.api.aws/v1 | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-voxtral-mini-3b-2507-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Reserved** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-voxtral-mini-3b-2507-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2(Ohio) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-south-1(Milan) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2(London) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1(Tokyo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-voxtral-mini-3b-2507-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-voxtral-mini-3b-2507-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

------
#### [ Responses/Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

------
#### [ Responses/Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-mantle.<your-region>.api.aws/v1"
```

------
#### [ Invoke/Converse API ]

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

------

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Responses API ]

```
from openai import OpenAI

client = OpenAI()

response = client.responses.create(
    model="mistral.voxtral-mini-3b-2507",
    input="Can you explain the features of Amazon Bedrock?"
    )
print(response)
```

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="mistral.voxtral-mini-3b-2507",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.voxtral-mini-3b-2507',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.voxtral-mini-3b-2507',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Devstral 2 123B
<a name="model-card-mistral-ai-devstral-2-123b"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)AI Mistral — Devstral 2 123B
<a name="model-card-mistral-ai-devstral-2-123b-header"></a>

## Detail Model
<a name="model-card-mistral-ai-devstral-2-123b-details"></a>

Devstral 2 123B adalah model pengkodean parameter 123 miliar Mistral AI yang dioptimalkan untuk tugas-tugas rekayasa perangkat lunak termasuk pembuatan kode, debugging, dan refactoring. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** Jun 2025
+ **Tanggal model EOL:** N/A
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** 128K token
+ **Token keluaran maks:** 32K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

**catatan**  
Bila memungkinkan, kami sarankan Anda menggunakan `bedrock-mantle` endpoint.

## Kemampuan dan Fitur
<a name="model-card-mistral-ai-devstral-2-123b-capabilities"></a>

***Fitur Batuan Dasar***

**Fitur yang didukung menggunakan `bedrock-mantle` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-devstral-2-123b.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-devstral-2-123b.html)  | 

**Fitur yang didukung menggunakan `bedrock-runtime` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-devstral-2-123b.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-devstral-2-123b.html)  | 

## Harga
<a name="model-card-mistral-ai-devstral-2-123b-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-devstral-2-123b-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) yang didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html).


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.devstral-2-123b | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 
| bedrock-mantle | mistral.devstral-2-123b | https://bedrock-mantle.\$1region\$1.api.aws/v1 | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-devstral-2-123b-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Reserved** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-devstral-2-123b-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2(Ohio) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-central-1(Frankfurt am Main) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-north-1(Stockholm) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-south-1(Milan) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2(London) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1(Tokyo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-3(Jakarta) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-devstral-2-123b-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-devstral-2-123b-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

------
#### [ Responses/Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

------
#### [ Responses/Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-mantle.<your-region>.api.aws/v1"
```

------
#### [ Invoke/Converse API ]

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

------

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Responses API ]

```
from openai import OpenAI

client = OpenAI()

response = client.responses.create(
    model="mistral.devstral-2-123b",
    input="Can you explain the features of Amazon Bedrock?"
    )
print(response)
```

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="mistral.devstral-2-123b",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.devstral-2-123b',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.devstral-2-123b',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Pixtral Besar
<a name="model-card-mistral-ai-pixtral-large"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI - Pixtral Besar
<a name="model-card-mistral-ai-pixtral-large-header"></a>

## Detail Model
<a name="model-card-mistral-ai-pixtral-large-details"></a>

Pixtral Large adalah model multimodal parameter 124 miliar Mistral AI yang memproses teks dan gambar untuk penalaran visual dan pemahaman dokumen. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** 19 November 2024
+ **Tanggal model EOL:** Tidak lebih cepat dari 4/8/2026
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** 128K token
+ **Token keluaran maks:** 16K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Chat Completions | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

## Harga
<a name="model-card-mistral-ai-pixtral-large-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-pixtral-large-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html) dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) didukung.


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.pixtral-large-2502-v1:0 | https://bedrock-runtime.\$1region\$1.amazonaws.com | `us.mistral.pixtral-large-2502-v1:0``eu.mistral.pixtral-large-2502-v1:0` | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-pixtral-large-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Dilindungi** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-pixtral-large-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2(Ohio) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-central-1(Frankfurt am Main) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-north-1(Stockholm) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-3(Paris) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

***Detail inferensi geo***

**Geo: AS**

ID Inferensi Geo: `us.mistral.pixtral-large-2502-v1:0`


| **Wilayah Sumber** | **Wilayah Tujuan** | 
| --- | --- | 
| us-east-1 (Virginia Utara) | us-east-1 (Virginia N), us-east-2 (Ohio), us-west-2 (Oregon) | 
| us-east-2 (Ohio) | us-east-1 (Virginia N), us-east-2 (Ohio), us-west-2 (Oregon) | 
| us-west-2 (Oregon) | us-east-1 (Virginia N), us-east-2 (Ohio), us-west-2 (Oregon) | 

**Geo: UE**

ID Inferensi Geo: `eu.mistral.pixtral-large-2502-v1:0`


| **Wilayah Sumber** | **Wilayah Tujuan** | 
| --- | --- | 
| eu-central-1 (Frankfurt am Main) | eu-central-1 (Frankfurt am Main), eu-north-1 (Stockholm), eu-west-1 (Irlandia), eu-west-3 (Paris) | 
| eu-north-1 (Stockholm) | eu-central-1 (Frankfurt am Main), eu-north-1 (Stockholm), eu-west-1 (Irlandia), eu-west-3 (Paris) | 
| eu-west-1 (Irlandia) | eu-central-1 (Frankfurt am Main), eu-north-1 (Stockholm), eu-west-1 (Irlandia), eu-west-3 (Paris) | 
| eu-west-3 (Paris) | eu-central-1 (Frankfurt am Main), eu-north-1 (Stockholm), eu-west-1 (Irlandia), eu-west-3 (Paris) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-pixtral-large-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-pixtral-large-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

```
pip install boto3
```

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.pixtral-large-2502-v1:0',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.pixtral-large-2502-v1:0',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Mistral Besar
<a name="model-card-mistral-ai-mistral-large"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI — Mistral Besar
<a name="model-card-mistral-ai-mistral-large-header"></a>

## Detail Model
<a name="model-card-mistral-ai-mistral-large-details"></a>

Mistral Large adalah model andalan Mistral AI dengan penalaran yang kuat, dukungan multibahasa, dan jendela konteks 32K untuk tugas-tugas perusahaan yang kompleks. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** 26 Feb 2024
+ **Tanggal model EOL:** Tidak lebih cepat dari 4/3/2025
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** token 32K
+ **Token keluaran maks:** 4K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Chat Completions | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

## Kemampuan dan Fitur
<a name="model-card-mistral-ai-mistral-large-capabilities"></a>

***Fitur Batuan Dasar***

**Fitur yang didukung menggunakan `bedrock-runtime` endpoint**


| **Didukung** | **Tidak Didukung** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-mistral-large.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/model-card-mistral-ai-mistral-large.html)  | 

## Harga
<a name="model-card-mistral-ai-mistral-large-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-mistral-large-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) yang didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html).


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.mistral-large-2402-v1:0 | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-mistral-large-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Reserved** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-mistral-large-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ca-central-1(Kanada) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2(London) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-3(Paris) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-mistral-large-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-mistral-large-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

------
#### [ Responses/Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

------
#### [ Responses/Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-mantle.<your-region>.api.aws/v1"
```

------
#### [ Invoke/Converse API ]

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

------

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Responses API ]

```
from openai import OpenAI

client = OpenAI()

response = client.responses.create(
    model="mistral.mistral-large-3-675b-instruct",
    input="Can you explain the features of Amazon Bedrock?"
    )
print(response)
```

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="mistral.mistral-large-3-675b-instruct",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.mistral-large-2402-v1:0',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.mistral-large-2402-v1:0',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Instruksi Mixtral 8x7B
<a name="model-card-mistral-ai-mixtral-8x7b-instruct"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI - Instruksi Mixtral 8x7B
<a name="model-card-mistral-ai-mixtral-8x7b-instruct-header"></a>

## Detail Model
<a name="model-card-mistral-ai-mixtral-8x7b-instruct-details"></a>

Mixtral 8x7B Instruct adalah mixture-of-experts model sparse Mistral AI dengan masing-masing 8 ahli dan parameter 7B, memberikan kinerja yang kuat pada kecepatan inferensi yang lebih cepat. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** 10 Des 2023
+ **Tanggal model EOL:** Tidak lebih cepat dari 3/1/2025
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** token 32K
+ **Token keluaran maks:** 4K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Chat Completions | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

## Harga
<a name="model-card-mistral-ai-mixtral-8x7b-instruct-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-mixtral-8x7b-instruct-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html) dan [Titik Akhir](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) yang didukung.


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.mixtral-8x7b-instruct-v0:1 | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint batuan dasar runtime akan menjadi "" dan untuk mantel dasar akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-mixtral-8x7b-instruct-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Reserved** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-mixtral-8x7b-instruct-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ca-central-1(Kanada) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2(London) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-3(Paris) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-mixtral-8x7b-instruct-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-mixtral-8x7b-instruct-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

```
pip install boto3
```

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.mixtral-8x7b-instruct-v0:1',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.mixtral-8x7b-instruct-v0:1',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# Instruksi Mistral 7B
<a name="model-card-mistral-ai-mistral-7b-instruct"></a>

## ![\[alt text not found\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/mistralai.png)Mistral AI — Instruksi Mistral 7B
<a name="model-card-mistral-ai-mistral-7b-instruct-header"></a>

## Detail Model
<a name="model-card-mistral-ai-mistral-7b-instruct-details"></a>

Mistral 7B Instruct adalah model instruksi parameter 7 miliar Mistral AI dengan perhatian kueri yang dikelompokkan dan perhatian jendela geser untuk inferensi konteks panjang yang efisien. Untuk informasi selengkapnya tentang pengembangan dan kinerja model, lihat [model/kartu layanan](https://docs.mistral.ai/getting-started/models).
+ **Tanggal peluncuran model:** 28 Sep 2023
+ **Tanggal model EOL:** Tidak lebih cepat dari 3/1/2025
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan:** [Lihat](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model**: Aktif
+ **Jendela konteks:** token 32K
+ **Token keluaran maks:** 4K


| **Modalitas Masukan** | **Modalitas Keluaran** | **[APIs didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[Endpoint didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Menyematkan | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Chat Completions | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video |  |  | 

## Harga
<a name="model-card-mistral-ai-mistral-7b-instruct-pricing"></a>

Untuk harga, silakan merujuk ke halaman [Harga Amazon Bedrock](https://aws.amazon.com/bedrock/pricing/).

## Akses Terprogram
<a name="model-card-mistral-ai-mistral-7b-instruct-programmatic-access"></a>

Gunakan model IDs dan titik akhir berikut URLs untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang tersedia APIs dan titik akhir, lihat [APIs didukung dan [Endpoint](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html) yang didukung](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html).


| **Titik akhir** | **ID Model** | **URL titik akhir Dalam Wilayah** | **ID inferensi geo** | **ID inferensi global** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | mistral.mistral-7b-instruct-v0:2 | https://bedrock-runtime.\$1region\$1.amazonaws.com | Tidak didukung | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia N.), maka URL endpoint groundck-runtime akan menjadi "" dan untuk bedrock-mantle akan menjadi "https://bedrock-mantle.us-east-1.api.aws/v1 “. https://bedrock-runtime.us-east-1.amazonaws.com*

## Tingkatan Layanan
<a name="model-card-mistral-ai-mistral-7b-instruct-tiers"></a>

Amazon Bedrock menawarkan beberapa tingkatan layanan agar sesuai dengan persyaratan beban kerja Anda. **Standar** menyediakan pay-per-token akses tanpa komitmen. **Prioritas** menawarkan throughput yang lebih tinggi dengan komitmen berbasis waktu. **Flex** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel. non-time-sensitive **Reserved** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi. Untuk informasi selengkapnya, lihat [tingkatan layanan](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel** | **Dilindungi** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
<a name="model-card-mistral-ai-mistral-7b-instruct-regional-availability"></a>

***Sekilas tentang ketersediaan regional***

Bedrock menawarkan tiga opsi inferensi: **In-Region menyimpan permintaan dalam satu Wilayah** untuk kepatuhan yang ketat, rute **Geo Cross-Region di seluruh Wilayah** dalam geografi (AS, UE, dll.) untuk throughput yang lebih tinggi sambil menghormati residensi data, dan rute **Lintas Wilayah Global** di mana saja di seluruh dunia untuk throughput maksimum ketika tidak ada kendala residensi. Lihat [Ketersediaan wilayah](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah** | **Dalam Wilayah** | **Geo** | **Global** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2(Oregon) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ca-central-1(Kanada) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2(London) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-3(Paris) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1(Mumbai) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2(Sydney) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1(Sao Paulo) | ![\[Yes\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Kuota dan Batas
<a name="model-card-mistral-ai-mistral-7b-instruct-quotas"></a>

Akun AWS Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. [Kuota default yang ditetapkan ke akun dapat diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan peningkatan kuota.](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html) Untuk lebih jelasnya, silakan merujuk ke [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [batas](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
<a name="model-card-mistral-ai-mistral-7b-instruct-sample-code"></a>

**Langkah 1 - Akun AWS:** Jika Anda sudah memiliki akun AWS, lewati langkah ini. Jika Anda baru mengenal AWS, daftar [akun AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API:** Buka [konsol Amazon Bedrock](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK:** Untuk menggunakan panduan memulai ini, Anda harus memiliki Python yang sudah diinstal. Kemudian instal perangkat lunak yang relevan tergantung pada yang APIs Anda gunakan.

```
pip install boto3
```

**Langkah 4 - Tetapkan variabel lingkungan:** Konfigurasikan lingkungan Anda untuk menggunakan kunci API untuk otentikasi.

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

**Langkah 5 - Jalankan permintaan inferensi pertama Anda:** Simpan file sebagai `bedrock-first-request.py`

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='mistral.mistral-7b-instruct-v0:2',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='mistral.mistral-7b-instruct-v0:2',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------