Idea Concept: A user-friendly platform designed for effortless fine-tuning and testing of models.
This platform is built for users who need a comprehensive environment to handle the intricacies of fine-tuning their models. From file management to directly interacting with the trained models, everything is streamlined for ease and efficiency.
- Fine-tuning Capabilities: Tailor your model to better suit your needs.
- File API Integration: Interact with the filesystem seamlessly with the following features:
- List files
- Upload files
- Delete files
- Retrieve file information
- Fetch file content
- Fine-tuning API: Advanced options for model manipulation including:
- Creating jobs
- Retrieving jobs
- Cancelling operations
- Listing events
- Obtaining result models
- Testing models
- WebUI: A sleek user interface to interact with all these features.
- Data Conversion: Convert your unstructured data into a training-compatible format. For example:
- Question Generation: Produce related questions for testing purposes.
- Token & Price Count: Keep track of token consumption and related costs.
- Training and Calling: Intuitive options for both training models and invoking them.
- QA Comparison with a Retriever: Pit your model against QA systems and see how it fares.
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Prerequisites: Ensure you have the required software and tools installed (e.g., Node.js, etc.).
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Installation: Follow the provided setup guide to get the platform running on your local machine.
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Documentation: Dive deep into each feature with our extensive documentation.
Feel free to fork, improve, make pull requests or fill issues. We appreciate any kind of feedback!