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[FEATURE] Add Offline batch generation for open models with EXXA API #1041

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etiennebalit opened this issue Oct 18, 2024 · 1 comment
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@etiennebalit
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etiennebalit commented Oct 18, 2024

Is your feature request related to a problem? Please describe.
Batch generation has cost and efficiency advantage over streaming APIs and works well for synthetic data generation.

Distilabel now integrate OpenAI Offline Batch Inference but open models like Llama 3.1 still require hosting the model yourself or going through a streaming API provider.

Describe the solution you'd like
Add a new ExxaLLM whichs implements offline_batch_generate as OpenAILLM for open models on EXXA (starting with Llama 3.1).

Additional context
We're happy to submit a PR soon.

@etiennebalit etiennebalit changed the title [FEATURE] Offline batch generation for open models with EXXA [FEATURE] Add support for Offline batch generation for open models with EXXA Oct 18, 2024
@etiennebalit etiennebalit changed the title [FEATURE] Add support for Offline batch generation for open models with EXXA [FEATURE] Add Offline batch generation for open models with EXXA API Oct 18, 2024
@gabrielmbmb
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Hi @etiennebalit, it would be awesome if you could submit a PR!

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