AI resources

ml/ todo

LLM tools

• GitHub - oumi-ai/oumi: Easily fine-tune, evaluate and deploy Qwen3, DeepSeek-R1, Llama 4 or any open source LLM / VLM!

Oumi is a fully open-source platform that streamlines the entire lifecycle of foundation models - from data preparation and training to evaluation and deployment. Whether you’re developing on a laptop, launching large scale experiments on a cluster, or deploying models in production, Oumi provides the tools and workflows you need.

LLM fine-tuning

• GitHub - OpenAccess-AI-Collective/axolotl: Go ahead and axolotl questions
• Weights & Biases
• 2408.13296

LLM RL

• GitHub - volcengine/verl: verl: Volcano Engine Reinforcement Learning for LLMs
• From DeepSpeed to FSDP and Back Again with Hugging Face Accelerate