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hugging-face-trackio

huggingface/skills

Trackio is an experiment tracking library for logging and visualizing ML training metrics. It syncs to Hugging Face Spaces for real-time monitoring dashboards.

Installs174
Install command
npx skills add https://github.com/huggingface/skills --skill hugging-face-trackio
Security audits
Gen Agent Trust HubPASS
SocketPASS
SnykPASS
About this skill
Trackio is an experiment tracking library for logging and visualizing ML training metrics. It syncs to Hugging Face Spaces for real-time monitoring dashboards. Use import trackio in your training scripts to log metrics: Key concept : For remote/cloud training, pass space_id — metrics sync to a Space dashboard so they persist after the instance terminates. → See references/logging_metrics.md for setup, TRL integration, and configuration options. Insert trackio.alert() calls in training code to flag important events — like inserting print statements for debugging, but structured and queryable: Key concept for LLM agents : Alerts are the primary mechanism for autonomous experiment iteration. An agent should insert alerts into training code for diagnostic conditions (loss spikes, NaN gradients, low accuracy, training stalls). Since alerts are printed to the terminal, an agent that is watching the training script's output will see them automatically. For background or detached runs, the agent can poll via CLI instead. → See references/alerts.md for the full alerts API, webhook setup, and autonomous agent workflows. Use the trackio command to query logged metrics and alerts: Key concept : Add --json for programmatic output suitable for automation and LLM agents. → See references/retrieving_metrics.md for all commands, workflows, and JSON output formats.

Source description provided by the upstream skill listing. Community reviews and install context appear in the sections below.

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FAQ
What does hugging-face-trackio do?

Trackio is an experiment tracking library for logging and visualizing ML training metrics. It syncs to Hugging Face Spaces for real-time monitoring dashboards.

Is hugging-face-trackio good?

hugging-face-trackio does not have approved reviews yet, so SkillJury cannot publish a community verdict.

What agent does hugging-face-trackio work with?

hugging-face-trackio currently lists compatibility with codex, gemini-cli, opencode, cursor, github-copilot, claude-code.

What are alternatives to hugging-face-trackio?

Skills in the same category include telegram-bot-builder, flutter-app-size, sharp-edges, iterative-retrieval.

How do I install hugging-face-trackio?

npx skills add https://github.com/huggingface/skills --skill hugging-face-trackio

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