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@@ -18,8 +18,8 @@ the open fixtures, but the training pipeline is proprietary.
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  ## Eval (held-out fixtures, precision-first)
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  | model | precision | recall | threshold | margin |
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  |---|---|---|---|---|
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- | base multilingual-e5-small | 1.0 | 0.8235294117647058 | 0.9 | 0.01 |
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- | **this model (q8 ONNX)** | 1.0 | 0.9411764705882353 | 0.84 | 0.01 |
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  ## Use
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  Feature-extraction; prefix report labels with `query: ` and marker names with `passage: `,
 
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  ## Eval (held-out fixtures, precision-first)
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  | model | precision | recall | threshold | margin |
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  |---|---|---|---|---|
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+ | base multilingual-e5-small | 1.0 | 0.833 | 0.89 | 0.02 |
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+ | **this model (q8 ONNX)** | 1.0 | 1.0 | 0.7 | 0 |
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  ## Use
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  Feature-extraction; prefix report labels with `query: ` and marker names with `passage: `,