Huggingface Vision Trainer

Codex curated Hugging Face skill for training or fine-tuning vision models with image datasets, transforms, metrics, checkpoints, and Hub integration.

Rycen7822 Updated

File contents

huggingface-vision-trainer

When to Use

Use for image classification or vision model training pipelines, dataset transforms, evaluation metrics, and checkpoint publishing.

Do Not Use When

Do not use for text-only LLM fine-tuning or Gradio UI-only changes.

Required Inputs

Image dataset, model checkpoint, transforms, metrics, hardware constraints, and output repo or checkpoint path.

Workflow

  1. Load and inspect image dataset splits.
  2. Define transforms and trainer config.
  3. Run a small smoke train/eval.
  4. Save and optionally push the checkpoint.

Rycen7822/skill-retrieval-mcp/tree/main/tests/fixtures/retrieval_quality/skills/codex-builtins/vision-trainer commit 028fb2a49d

Frequently asked questions

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