Huggingface LLM Trainer

Codex curated Hugging Face skill for training or fine-tuning language models with datasets, tokenizers, trainers, LoRA, metrics, and Hub checkpoints.

Rycen7822 Updated

File contents

huggingface-llm-trainer

When to Use

Use for LLM fine-tuning, tokenizer setup, training arguments, LoRA adapters, evaluation metrics, or Hub checkpoint publishing.

Do Not Use When

Do not use for vision-only training or simple Gradio UI work.

Required Inputs

Base model, dataset, tokenizer strategy, hardware budget, training configuration, and checkpoint destination.

Workflow

  1. Inspect model and dataset sizes.
  2. Configure tokenizer and trainer.
  3. Run a tiny smoke training step.
  4. Evaluate and save/push outputs.

Rycen7822/skill-retrieval-mcp/tree/main/tests/fixtures/retrieval_quality/skills/codex-builtins/llm-trainer commit b0843f08c0

Frequently asked questions

npx skillmds@latest add rycen7822/huggingface-llm-trainer