| { |
| "backend": "native", |
| "base": "/root/distil_dir/train/model_base", |
| "target": "/root/distil_dir/train/model_target", |
| "method": "dare_ties", |
| "alpha": 0.18, |
| "dare_drop": 0.9, |
| "ties_keep_top": 0.2, |
| "axis_scores": null, |
| "axis_plan": { |
| "port": {}, |
| "protect": [] |
| }, |
| "precheck": { |
| "grade": "PASS", |
| "passed": true, |
| "mergeable_layer_frac": 1.0, |
| "recommendation": "Qualified: homologous layers dominate. Use dare_ties + axis-scores; then fine-tune.", |
| "layers": [ |
| { |
| "layer": 0, |
| "cosine": 0.999955415725708, |
| "rel_delta": 0.03289614524692297, |
| "sign_conflict": 0.01445366581901908, |
| "tier": "ok", |
| "mergeable": true |
| }, |
| { |
| "layer": 1, |
| "cosine": 0.9999827146530151, |
| "rel_delta": 0.03291291184723377, |
| "sign_conflict": 0.0117919840849936, |
| "tier": "ok", |
| "mergeable": true |
| }, |
| { |
| "layer": 6, |
| "cosine": 0.9999808371067047, |
| "rel_delta": 0.03292102366685867, |
| "sign_conflict": 0.0118133625946939, |
| "tier": "ok", |
| "mergeable": true |
| }, |
| { |
| "layer": 13, |
| "cosine": 0.9999279975891113, |
| "rel_delta": 0.032905545085668564, |
| "sign_conflict": 0.011811455246061087, |
| "tier": "ok", |
| "mergeable": true |
| }, |
| { |
| "layer": 20, |
| "cosine": 0.9999344050884247, |
| "rel_delta": 0.0329118799418211, |
| "sign_conflict": 0.01176464557647705, |
| "tier": "ok", |
| "mergeable": true |
| }, |
| { |
| "layer": 25, |
| "cosine": 0.9999194443225861, |
| "rel_delta": 0.03291044756770134, |
| "sign_conflict": 0.012151002883911133, |
| "tier": "ok", |
| "mergeable": true |
| }, |
| { |
| "layer": 26, |
| "cosine": 0.9999075531959534, |
| "rel_delta": 0.03291253559291363, |
| "sign_conflict": 0.01301272725686431, |
| "tier": "ok", |
| "mergeable": true |
| } |
| ] |
| }, |
| "cross_author": { |
| "warnings": [ |
| "Cross-author merge: base='model_base' target='model_target'. Task vectors are approximate; run --precheck and recovery SFT.", |
| "Homologous architecture detected (different training runs). Prefer dare_ties or MergeKit ties; avoid frankenstein." |
| ], |
| "blockers": [], |
| "same_architecture": true, |
| "same_tokenizer": true |
| }, |
| "seed": 42, |
| "references": "MERGE_RESEARCH.md + mergekit (optional)" |
| } |
