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Track training experiments with Trackio v1.0.0

Use this resource to log and track the metrics of a model training run

New

  • 353 downloads
  • 181 likes
  • 236 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ml-training-experiment-tracking

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent adds metric logging to your Python code, sets alerts for training anomalies, then retrieves or analyzes the metrics as JSON with the CLI. Data can be synced to a Hugging Face Space.

Mostly picked by

Updated November 2, 2026

Card for the “Track training experiments with Trackio” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • references/logging_metrics.md: logging metrics from Python
  • references/alerts.md and retrieving_metrics.md: alerts and reading results

Good fit for

  • You want to watch a training loss curve live
  • A training run diverges and you want an automatic alert

Not for

    Tags

    • Trackio
    • metrics
    • training
    • alerts

    About

    You say

    “Add Trackio tracking to my training loop and alert me if the loss goes back up.”

    Card for the “Track training experiments with Trackio” skill

    Skill published by huggingface under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to log and track the metrics of a model training run
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/alerts.md6 KB
    • references/logging_metrics.md5.7 KB
    • references/retrieving_metrics.md8.7 KB
    • SKILL.md5.1 KB

    Origin and licence

    Listed unmodified

    Author
    huggingface
    Source
    github.com/huggingface/skills/tree/fabc634a893f62ad5c2039830397efa35fa62715/skills/huggingface-trackio
    Licence
    Apache-2.0

    Notice

    « huggingface-trackio » (huggingface, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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