Add Fine-Tuning Feature Skeleton#14
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uniAIDevs wants to merge 11 commits intomissingstudio:mainfrom
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…cing_across_mu Sweep: Add support for Load balancing across multiple provider and models
…ning_from_hugg Add feature for LLM finetuning from HuggingFace (transformer models only)
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Description
This pull request introduces a new feature that allows for fine-tuning of transformer models from HuggingFace within our LLM (Large Language Models) gateway. It includes backend implementations for initiating fine-tuning and checking the status of these operations, as well as frontend adjustments to enable this functionality within our studio app.
Summary
gateway/internal/api/v1/finetune.gofor:InitiateFineTuning)CheckFineTuningStatus)gateway/internal/provider/huggingface/huggingface.goto interact with HuggingFace's API for model fine-tuning.modelselector.tsxinplaygrounds/apps/studio/app/(llm)/playground/componentsto include a toggle for selecting models specifically for fine-tuning.useModelFetch.tsxhook inplaygrounds/apps/studio/app/(llm)/playground/hooksto support fetching models based on whether fine-tuning is enabled or not.These changes collectively introduce the capability to fine-tune transformer models from HuggingFace, enhancing the flexibility and power of MissingStudios LLM offerings.
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