| { |
| "mode": "by-layer", |
| "bits": 4.0, |
| "config_file": "MoQ_MoQ-Sweep_by-layer_tensors_4.0.txt", |
| "model": "LiquidAI/LFM2.5-230M", |
| "timestamp": "2026-09-09 14:23:54", |
| "eval_datasets": [ |
| "pile-cc", |
| "wiki", |
| "mmlu" |
| ], |
| "metrics": { |
| "pile-cc": { |
| "mean_kld": 0.13311177492141724, |
| "max_kld": 7.53515625, |
| "p99_kld": 1.109375, |
| "p99.9_kld": 2.681640625, |
| "total_tokens": 321584, |
| "ppl": 3.6928171474923905 |
| }, |
| "wiki": { |
| "mean_kld": 0.254191517829895, |
| "max_kld": 3.427734375, |
| "p99_kld": 0.8472557067871094, |
| "p99.9_kld": 1.4628372192382812, |
| "total_tokens": 8192, |
| "ppl": 453.6912178484335 |
| }, |
| "mmlu": { |
| "mean_kld": 0.47339046001434326, |
| "median_kld": 0.20724724233150482, |
| "max_kld": 7.474701881408691, |
| "p90_kld": 1.2640513181686401, |
| "p99_kld": 3.167539358139038, |
| "p99.9_kld": 5.086930274963379, |
| "ppl": 11.90099392738347, |
| "correct": 5204, |
| "total": 14042, |
| "accuracy": 0.37060247827944737, |
| "agreement": 0.6895741347386413 |
| } |
| } |
| } |
