feature: fine-tuning endpoint

[mudler]

Is your feature request related to a problem? Please describe.

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[localai-bot]

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I apologize for the confusion, but it seems like there is no issue description in this thread. Could you please provide more information so I can assist you better?

Sources:

• https://localai.io/features/index.html
• https://github.com/go-skynet/LocalAI/tree/master/README.md
• https://github.com/go-skynet/LocalAI/tree/master/.github/ISSUE_TEMPLATE/feature_request.md

[Giancarlo1974]

Regarding the feature request for fine-tuning endpoint:

Description: Implement a fine-tuning endpoint in the existing system that allows users to fine-tune the AI model based on their specific needs and data.

Objective: Enable users to customize the AI model's behavior, improving its performance in their domain or specialized tasks.

Implementation: Create an API endpoint where users can upload their dataset and provide parameters to fine-tune the model. The system should then fine-tune the AI model and provide a downloadable version for the user.

Benefits: This feature enhances the adaptability of the AI system, making it more versatile and applicable to a wider range of real-world use cases.

Example: A healthcare company can fine-tune the model to better understand medical records, improving accuracy and relevance in medical-related queries.

Reference: Refer to similar functionalities in popular AI frameworks like Hugging Face's Transformers library, which allows fine-tuning models for various NLP tasks.