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trace-model

// Validate all intermediate calculations during inference are correct using source of truth values

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updated:March 4, 2026
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SKILL.md Frontmatter
nametrace-model
descriptionValidate all intermediate calculations during inference are correct using source of truth values

Using traces.safetensors to validate all intermediate calculations after each layer are correct.

Instructions

  1. Setup model you want to test in ./crates/uzu/tests/tracer_test.rs or ./crates/uzu/tests/mod.rs

  2. Check the model folder to ensure traces.safetensors exists (it should be automatically downloaded alongside the model)

  3. Run

    cargo test --release --package uzu --test tracer_test -- test_tracer --exact --nocapture

  4. Check results to ensure number of violations are less than the limit