OneLLM

OneLLM is a revolutionary platform that empowers users to fine-tune, evaluate, and deploy language models (LLMs) without any coding knowledge. Designed for both technical and non-technical users, OneLLM streamlines the process of customizing and improving language models, making it accessible to a wider audience.

Key Features:

1. Dataset Creation:Users can easily create datasets by writing chat interactions between users and assistants, directly in the browser. This simplifies the process of gathering and organizing data for model training.

2. API Integration:OneLLM supports the integration of OpenAI API keys, allowing users to access the fine-tuning process. The platform is also compatible with various models like Gemini and Llama, expanding its utility.

3. Model Fine-Tuning:Users can fine-tune models using their created datasets. They can choose the base model and adjust hyperparameters to optimize the model’s performance for their specific needs.

4. Performance Evaluation:After training, users can test-run the model and provide scores. OneLLM generates a heatmap that visually compares the performance of the fine-tuned model against base models, making it easy to understand improvements.

5. Deployment and Usage Tracking:The platform offers an SDK for out-of-the-box model usage. For those using the OpenAI library, only a simple change in the baseUrl is required. Integration with OneLLM’s APIKey enables tracking of model usage and performance.