OneLLM
About
OneLLM is a powerful tool designed to simplify the process of building, fine-tuning, and testing Large Language Models (LLMs) without requiring any coding knowledge. This makes it an invaluable resource for developers, researchers, and businesses looking to leverage the capabilities of LLMs without the complexity of coding. Whether you're aiming to improve chatbot performance, generate structured responses, or integrate LLMs into your product, OneLLM provides a user-friendly interface to achieve these goals.
Details
- Dataset Creation: Allows users to create datasets by simulating conversations between a user and an assistant directly in the browser.
- API Key Integration: Supports integration with OpenAI API keys, enabling access to the fine-tuning process with various models such as Gemini, Llama, etc.
- Model Fine-Tuning: Enables the fine-tuning of models with user-created datasets, allowing for the selection of base models and hyperparameters.
- Performance Evaluation: After training, users can test the model, score its performance, and view an auto-generated heatmap comparing the fine-tuned model against base models.
- Deployment and Usage Recording: Offers an SDK for deploying models out-of-the-box, with easy integration for recording model
