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[Inference] Support for Messages API OpenAI API specs #574

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radames opened this issue Mar 24, 2024 · 0 comments
Open

[Inference] Support for Messages API OpenAI API specs #574

radames opened this issue Mar 24, 2024 · 0 comments
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enhancement New feature or request inference @huggingface/inference related

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@radames
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radames commented Mar 24, 2024

Considering that TGI now supports the Messages API compatible with OpenAI API specs, it would be great to have native support in the Inference package.

curl localhost:3000/v1/chat/completions \
    -X POST \
    -d '{
  "model": "tgi",
  "messages": [
    {
      "role": "system",
      "content": "You are a helpful assistant."
    },
    {
      "role": "user",
      "content": "What is deep learning?"
    }
  ],
  "stream": true,
  "max_tokens": 20
}' \
    -H 'Content-Type: application/json'

https://huggingface.co/docs/text-generation-inference/messages_api

I tried this , but model is not send and raises a backend error

const mistral = new HfInferenceEndpoint(
  "https://api-inference.huggingface.co/models/mistralai/Mixtral-8x7B-Instruct-v0.1/v1/chat/completions",
  HF_TOKEN,
);
const stream = mistral.streamingRequest({
  model: "tgi",
  messages: [{ role: "user", content: "What's the meaning ..." }],
  parameters: {
    messages: messages,
    temperature: 0.8,
    max_new_tokens: 1000,
    repetition_penalty: 1.2,
    seed: Math.floor(Math.random() * Number.MAX_SAFE_INTEGER),
  },
});
@radames radames added enhancement New feature or request inference @huggingface/inference related labels Mar 24, 2024
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Labels
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