m2m100-1.2b

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@cf/meta/m2m100-1.2b

• Cloudflare-hosted
• Batch

Multilingual encoder-decoder (seq-to-seq) model trained for Many-to-Many multilingual translation

Usage

export interface Env {
  AI: Ai;
}

export default {
  async fetch(request, env): Promise<Response> {

    const response = await env.AI.run(
      "@cf/meta/m2m100-1.2b",
      {
        text: "I'll have an order of the moule frites",
        source_lang: "english", // defaults to english
        target_lang: "french",
      }
    );

    return new Response(JSON.stringify(response));
  },
} satisfies ExportedHandler<Env>;

import requests

API_BASE_URL = "https://api.cloudflare.com/client/v4/accounts/{ACCOUNT_ID}/ai/run/"
headers = {"Authorization": "Bearer {API_TOKEN}"}

def run(model, input):
    response = requests.post(f"{API_BASE_URL}{model}", headers=headers, json=input)
    return response.json()

output = run('@cf/meta/m2m100-1.2b', {
  "text": "I'll have an order of the moule frites",
  "source_lang": "english",
  "target_lang": "french"
})

print(output)

curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run/@cf/meta/m2m100-1.2b  \
    -X POST  \
    -H "Authorization: Bearer $CLOUDFLARE_API_TOKEN"  \
    -d '{ "text": "Ill have an order of the moule frites", "source_lang": "english", "target_lang": "french" }'

Parameters

<details>

<summary>Synchronous — Send a request and receive a complete response</summary>

text

<code>string</code>requiredminLength: 1The text to be translated

source_lang

<code>string</code>default: enThe language code of the source text (e.g., 'en' for English). Defaults to 'en' if not specified

target_lang

<code>string</code>requiredThe language code to translate the text into (e.g., 'es' for Spanish)

request_id

<code>string</code>The async request id that can be used to obtain the results.

</details>

<details>

<summary>Batch — Send multiple requests in a single API call</summary>

▶requests[]

<code>array</code>requiredBatch of the embeddings requests to run using async-queue

request_id

<code>string</code>The async request id that can be used to obtain the results.

</details>

API Schemas (Raw)

SynchronousInput Open Download

SynchronousOutput Open Download

BatchInput Open Download

BatchOutput Open Download

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description: 50 layers deep image classification CNN trained on more than 1M images from ImageNet title: resnet-50 image: https://developers.cloudflare.com/og-docs.png

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