Download calibration_report.json from scx-admin/Apex-core: direct link, hf CLI and curl.
- Browser
- Download file 3.61 kB
-
https://huggingface.co/scx-admin/Apex-core/resolve/main/calibration_report.json
- Command line
-
hf download hf://scx-admin/Apex-core/calibration_report.json
-
curl -L -o calibration_report.json https://huggingface.co/scx-admin/Apex-core/resolve/main/calibration_report.json
3.61 kB
| { | |
| "base_beta": 0.43488946557044983, | |
| "base_bias": -0.17229676246643066, | |
| "train": { | |
| "num_multi_label_pairs": 29962, | |
| "uncalibrated": { | |
| "nll": 0.10994584858417511, | |
| "brier": 0.025188874453306198, | |
| "ece": 0.011376124145884473, | |
| "accuracy": 0.9600160121917725 | |
| }, | |
| "calibrated": { | |
| "nll": 0.10845427960157394, | |
| "brier": 0.026107825338840485, | |
| "ece": 0.01789367159147509, | |
| "accuracy": 0.9581136107444763 | |
| }, | |
| "global_scaling": { | |
| "nll": 0.11671582609415054, | |
| "brier": 0.02580442652106285, | |
| "ece": 0.03186748742097173, | |
| "accuracy": 0.9599826335906982 | |
| }, | |
| "single_label": { | |
| "num_texts": 19999, | |
| "uncalibrated": { | |
| "nll": 0.77979975938797, | |
| "brier": 0.31146836280822754, | |
| "ece": 0.11239646583559229, | |
| "accuracy": 0.7939397096633911 | |
| }, | |
| "calibrated": { | |
| "nll": 0.5433729887008667, | |
| "brier": 0.27289944887161255, | |
| "ece": 0.012442737978904527, | |
| "accuracy": 0.7937896847724915 | |
| }, | |
| "global_scaling": { | |
| "nll": 0.5754520893096924, | |
| "brier": 0.27922508120536804, | |
| "ece": 0.03396059062705524, | |
| "accuracy": 0.7939397096633911 | |
| } | |
| }, | |
| "beta": { | |
| "mean": 0.5917209386825562, | |
| "min": 0.17543654143810272, | |
| "max": 1.0126688480377197 | |
| }, | |
| "bias": { | |
| "mean": -0.23358015716075897, | |
| "min": -0.7062020301818848, | |
| "max": 0.6614936590194702 | |
| } | |
| }, | |
| "held_out": { | |
| "num_multi_label_pairs": 7008, | |
| "uncalibrated": { | |
| "nll": 0.09435144811868668, | |
| "brier": 0.020183313637971878, | |
| "ece": 0.009757641091135472, | |
| "accuracy": 0.9653253555297852 | |
| }, | |
| "calibrated": { | |
| "nll": 0.0965988039970398, | |
| "brier": 0.02103237621486187, | |
| "ece": 0.021233883359320138, | |
| "accuracy": 0.9640411138534546 | |
| }, | |
| "global_scaling": { | |
| "nll": 0.10517123341560364, | |
| "brier": 0.020862596109509468, | |
| "ece": 0.03369952386743058, | |
| "accuracy": 0.9661815166473389 | |
| }, | |
| "single_label": { | |
| "num_texts": 5026, | |
| "uncalibrated": { | |
| "nll": 0.7474761009216309, | |
| "brier": 0.30436399579048157, | |
| "ece": 0.11071447873159827, | |
| "accuracy": 0.7954635620117188 | |
| }, | |
| "calibrated": { | |
| "nll": 0.5265439748764038, | |
| "brier": 0.2678126096725464, | |
| "ece": 0.01421975659228917, | |
| "accuracy": 0.7952646017074585 | |
| }, | |
| "global_scaling": { | |
| "nll": 0.5578417181968689, | |
| "brier": 0.2730152904987335, | |
| "ece": 0.031425406918529214, | |
| "accuracy": 0.7954635620117188 | |
| } | |
| }, | |
| "beta": { | |
| "mean": 0.5814626216888428, | |
| "min": 0.1776570975780487, | |
| "max": 0.9863460659980774 | |
| }, | |
| "bias": { | |
| "mean": -0.2260308563709259, | |
| "min": -0.7339045405387878, | |
| "max": 0.6571575999259949 | |
| } | |
| }, | |
| "args": { | |
| "model_path": "models/gliclass-v4-2b/merged-0.5", | |
| "data_path": "data/decision_index_calibration.json", | |
| "save_path": "models/gliclass-v4-2b/merged-0.5-calibrated", | |
| "eval_ratio": 0.2, | |
| "max_examples": null, | |
| "max_length": 2048, | |
| "batch_size": 32, | |
| "num_workers": 4, | |
| "dtype": "bfloat16", | |
| "softmax_single_label": true, | |
| "balance": false, | |
| "balance_bins": 5, | |
| "balance_max_weight": 10.0, | |
| "hidden_size": 256, | |
| "beta_max": 3.0, | |
| "dropout": 0.1, | |
| "prior_weight": 0.01, | |
| "use_bias": true, | |
| "bias_prior_weight": 0.01, | |
| "num_epochs": 5, | |
| "calibrator_batch_size": 64, | |
| "lr": 0.001, | |
| "weight_decay": 0.01, | |
| "patience": 3, | |
| "seed": 42 | |
| } | |
| } |