ML Lab
Unified machine learning platform that orchestrates training workflows across OpenAI, Mistral, Together AI, and Vertex AI while managing cloud compute resources from Lambda Labs, RunPod, and Modal for scalable model fine-tuning, dataset management, and deployment to inference systems like Ollama.
About
ML Lab provides a comprehensive machine learning training and experimentation platform that bridges multiple cloud providers, training backends, and inference systems through a unified interface. The implementation supports fine-tuning workflows across OpenAI, Mistral, Together AI, and Vertex AI APIs, as well as local training with transformers/PEFT, while managing credentials securely through an encrypted vault system. It integrates cloud compute providers like Lambda Labs, RunPod, and Modal for scalable training, includes dataset management and experiment tracking, and connects to inference platforms like Ollama and OpenWebUI for model deployment.
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