Fine-tune any HuggingFace CV / VLM / LLM model on local NVIDIA GPUs inside an NGC PyTorch container when no dedicated TAO model skill matches. Use when the user wants to fine-tune a HuggingFace model (full or LoRA), train a vision / VLM / LLM model end-to-end, generate a reproducible HF training pipeline, smoke-test a HuggingFace model locally before scale-up, push a fine-tuned model to the HF…
Install
npx skills add NVIDIA/skills --skill tao-finetune-huggingface-modelnpx skills add NVIDIA/skills --skill tao-finetune-huggingface-model -a claude-code -gnpx skills add NVIDIA/skills --skill tao-finetune-huggingface-model -a codex -ggemini skills install https://github.com/NVIDIA/skills.git --path skills/tao-finetune-huggingface-modelgh skill install NVIDIA/skills tao-finetune-huggingface-modelgit clone --depth 1 https://github.com/NVIDIA/skills /tmp/NVIDIA__skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/NVIDIA__skills/skills/tao-finetune-huggingface-model ~/.claude/skills/tao-finetune-huggingface-model # Claude Code
cp -R /tmp/NVIDIA__skills/skills/tao-finetune-huggingface-model ~/.agents/skills/tao-finetune-huggingface-model # Codex, Cursor, Gemini CLI, Copilot, OpenCode