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Gating a fine-tuned checkpoint before release v1.0.0

Use this resource to decide whether a fine-tuned checkpoint can ship

New

  • 502 downloads
  • 104 likes
  • 119 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install checkpoint-promotion-gate

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 applies four gate stages to a checkpoint: drift budget, paired comparison, catastrophic forgetting and the verdict. It produces a promotion report that ends in PROMOTE or REJECT.

Mostly picked by

Updated November 2, 2026

Card for the “Gating a fine-tuned checkpoint before release” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: four stages, drift budget and verdict
  • references/gate-templates.md: promotion report templates

Good fit for

  • A training run has just produced a checkpoint to validate
  • A promoted model must be re-gated after its goldens change

Not for

    Tags

    • promotion
    • checkpoint
    • verdict
    • drift

    About

    You say

    “Decide whether this checkpoint can be promoted by comparing it to the baseline.”

    Card for the “Gating a fine-tuned checkpoint before release” skill

    Skill published by wshobson under the MIT 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 decide whether a fine-tuned checkpoint can ship
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/gate-templates.md13.2 KB
    • SKILL.md8.2 KB

    Origin and licence

    Listed unmodified

    Author
    wshobson
    Source
    github.com/wshobson/agents/tree/0874a27b17a22e2b7c2e2bcd725768e0803cad06/plugins/llm-finetuning/skills/checkpoint-promotion
    Licence
    MIT

    Notice

    « checkpoint-promotion » (wshobson, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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