writing-finetune-spec-sheet

Community

Publish rigorous fine-tune model cards.

Authorrocklambros
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill turns a fine-tuned model into a complete, reviewer-ready spec sheet so teams can publish, hand off, or submit the model without re-deriving provenance, evaluation, license, and deployment boundaries.

Core Features & Use Cases

  • Base checkpoint provenance: Captures the immutable revision SHA, model identity, and license so the exact starting point is reproducible.
  • Training and data accountability: Documents the audit manifest, training recipe, hardware, seeds, and wall time so the fine-tune can be inspected end to end.
  • Evaluation and governance: Records paired before-and-after results, effect sizes, confidence intervals, limitations, license reconciliation, and intended versus out-of-scope use for registry publication or regulated review.

Quick Start

Ask the Skill to draft a complete fine-tune spec sheet by providing the base checkpoint details, data audit manifest, training recipe, paired evaluation report, limitations, licenses, and intended-use information.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: writing-finetune-spec-sheet
Download link: https://github.com/rocklambros/rcs/archive/main.zip#writing-finetune-spec-sheet

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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