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trace-model

Official

Ensure inference accuracy with trace validation.

Software Engineering#testing#validation#verification#trace#inference#safetensors#model-debugging
Authortrymirai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Validate intermediate calculations during AI model inference against a source of truth traces to ensure numerical correctness across layers.

Core Features & Use Cases

  • Compare per-layer outputs to traces.safetensors to detect drift
  • Integrate with existing CI/tests to catch regressions in model inference
  • Provide traceability by storing layer-wise results for audits

Quick Start

Run the tracer test to verify model layer outputs against the source-of-truth traces.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: trace-model
Download link: https://github.com/trymirai/uzu/archive/main.zip#trace-model

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