Download decay_profile_epoch_stats.json from avinashm/CognitiveMemoryLayer-models: direct link, hf CLI and curl.
- Browser
- Download file 2.59 kB
-
https://huggingface.co/avinashm/CognitiveMemoryLayer-models/resolve/main/decay_profile_epoch_stats.json
- Command line
-
hf download hf://avinashm/CognitiveMemoryLayer-models/decay_profile_epoch_stats.json
-
curl -L -o decay_profile_epoch_stats.json https://huggingface.co/avinashm/CognitiveMemoryLayer-models/resolve/main/decay_profile_epoch_stats.json
2.59 kB
| { | |
| "task": "decay_profile", | |
| "epoch_stats": [ | |
| { | |
| "boundary_index": 0, | |
| "boundary": "very_fast|>fast" | |
| }, | |
| { | |
| "boundary_index": 1, | |
| "boundary": "fast|>medium" | |
| }, | |
| { | |
| "boundary_index": 2, | |
| "boundary": "medium|>slow" | |
| }, | |
| { | |
| "boundary_index": 3, | |
| "boundary": "slow|>very_slow" | |
| } | |
| ], | |
| "training_summary": { | |
| "actual_epochs": 1, | |
| "best_epoch": 1, | |
| "early_stopped": false, | |
| "boundary_count": 4 | |
| }, | |
| "boundaries": [ | |
| { | |
| "boundary": "very_fast|>fast", | |
| "index": 0, | |
| "positive_rows": 32000, | |
| "negative_rows": 8000, | |
| "calibration": { | |
| "method": "sigmoid", | |
| "split": "eval", | |
| "rows": 5000, | |
| "pre_ece": 0.007230522978587395, | |
| "post_ece": 0.00047552909827319745, | |
| "pre_accuracy": 1.0, | |
| "post_accuracy": 1.0, | |
| "accuracy_delta": 0.0 | |
| }, | |
| "isotonic": { | |
| "rows": 5000, | |
| "pre_mean": 0.7999997007490585, | |
| "post_mean": 0.8 | |
| } | |
| }, | |
| { | |
| "boundary": "fast|>medium", | |
| "index": 1, | |
| "positive_rows": 24000, | |
| "negative_rows": 16000, | |
| "calibration": { | |
| "method": "sigmoid", | |
| "split": "eval", | |
| "rows": 5000, | |
| "pre_ece": 0.009162517489532895, | |
| "post_ece": 0.0005985034683911872, | |
| "pre_accuracy": 1.0, | |
| "post_accuracy": 1.0, | |
| "accuracy_delta": 0.0 | |
| }, | |
| "isotonic": { | |
| "rows": 5000, | |
| "pre_mean": 0.5999999334705475, | |
| "post_mean": 0.6 | |
| } | |
| }, | |
| { | |
| "boundary": "medium|>slow", | |
| "index": 2, | |
| "positive_rows": 16000, | |
| "negative_rows": 24000, | |
| "calibration": { | |
| "method": "sigmoid", | |
| "split": "eval", | |
| "rows": 5000, | |
| "pre_ece": 0.011862165538748193, | |
| "post_ece": 0.0005116815113473949, | |
| "pre_accuracy": 1.0, | |
| "post_accuracy": 1.0, | |
| "accuracy_delta": 0.0 | |
| }, | |
| "isotonic": { | |
| "rows": 5000, | |
| "pre_mean": 0.4000000665555369, | |
| "post_mean": 0.4 | |
| } | |
| }, | |
| { | |
| "boundary": "slow|>very_slow", | |
| "index": 3, | |
| "positive_rows": 8000, | |
| "negative_rows": 32000, | |
| "calibration": { | |
| "method": "sigmoid", | |
| "split": "eval", | |
| "rows": 5000, | |
| "pre_ece": 0.007803197222763126, | |
| "post_ece": 0.0005485122608633874, | |
| "pre_accuracy": 1.0, | |
| "post_accuracy": 1.0, | |
| "accuracy_delta": 0.0 | |
| }, | |
| "isotonic": { | |
| "rows": 5000, | |
| "pre_mean": 0.20000029925930188, | |
| "post_mean": 0.2 | |
| } | |
| } | |
| ] | |
| } |