# Hugging Face Trackio

> Trackio metrics, not W&B

**Subcategory:** Hugging Face  
**License:** Apache-2.0  
**Source:** https://github.com/huggingface/skills/blob/main/skills/huggingface-trackio/SKILL.md

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## When it is useful

Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retrieving/analyzing logged metrics (CLI). Supports real-time dashboard visualization, alerts with webhooks, HF Space syncing, and JSON output for automation.

## The Catch

Trackio metrics. Dead if the project uses W&B/MLflow.