| --- |
| tags: |
| - calibration |
| - primaconsis |
| --- |
| # PrimaConsis TRC-Cal calibrators |
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| These are small residual calibrators, not full JEV language models. Download the matching upstream backbone separately. Each size folder contains calibrator.pt, pca.pkl and config.json. PCA is mandatory; never mix assets across sizes. |
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| | Size | Source calibration axes | alpha | gamma | delta_max | PCA | |
| |---|---|---:|---:|---:|---:| |
| | 2B | D1–D4 | 1.4 | -1.0 | 1.0 | 64 | |
| | 4B | D1–D3 | 1.4 | -1.0 | 1.0 | 64 | |
| | 9B | D1–D4 | 1.4 | -1.0 | 1.0 | 64 | |
| |
| Backbones: alibiserikbay/JevK5-2B, alibiserikbay/JevK5 (4B), alibiserikbay/JevK5-9B. Exact backbone/runtime revisions must be recorded before announcing reproducibility. The source config IDs are references, not a guarantee of compatibility with future upstream main revisions. |
| |
| Inference uses only the current view's $L-1$ hidden and raw output. Training uses Gold CE plus metric-aligned consistency. The trainer uses only selected source calibration and does not expose target-data injection. |
| |
| See the GitHub README for install, config, benchmark, train and inference commands. |
| |
