| { |
| "fold": "none", |
| "student": "jhu-clsp/mmBERT-small", |
| "pair_model": true, |
| "seed": 0, |
| "only": null, |
| "limit": null, |
| "excluded": [], |
| "train_tasks": [ |
| "agnews", |
| "arb-quality", |
| "arb-success", |
| "banking77", |
| "boolq-jev", |
| "civil-identity-jev", |
| "civil-insult-jev", |
| "civil-obscene-jev", |
| "civil-threat-jev", |
| "cola-jev", |
| "emotion-dair-jev", |
| "fin-sentiment-jev", |
| "georeview", |
| "georeview-jev", |
| "headlines-8k", |
| "kinopoisk", |
| "kinopoisk-jev", |
| "m2w-element", |
| "m2w-target", |
| "massive-en-jev", |
| "massive-ru-jev", |
| "miracl-rerank-jev", |
| "mrpc-jev", |
| "paws-jev", |
| "rte-jev", |
| "ru-reviews-jev", |
| "rubq-rerank-jev", |
| "sib200-ru-jev", |
| "swde-field", |
| "swde-vertical-jev", |
| "toxic", |
| "trec-coarse-jev", |
| "tweet-emotion-jev", |
| "tweet-hate-jev", |
| "tweet-irony-jev", |
| "tweet-offensive-jev", |
| "tweet-sentiment-jev", |
| "tweet-stance-jev", |
| "xnli-en-jev", |
| "xnli-ru-jev" |
| ], |
| "cap": 12000, |
| "batch": 32, |
| "lr": 5e-05, |
| "max_len": 512, |
| "steps_planned": 43935, |
| "steps_run": 15000, |
| "epochs_seen": 3, |
| "pairs_per_epoch": 234316, |
| "n_calib_pairs": 3719, |
| "n_train": 80872, |
| "n_synth": 0, |
| "augment_round": 0, |
| "gold_weight": 0.0, |
| "best_calib_bce": 0.3569218180262296, |
| "history": [ |
| { |
| "step": 1500, |
| "epoch": 1, |
| "train_bce": 0.45931549031535784, |
| "calib_bce": 0.4415659640353993, |
| "pairs_per_s": 80.7070987068362 |
| }, |
| { |
| "step": 3000, |
| "epoch": 1, |
| "train_bce": 0.3597410107254982, |
| "calib_bce": 0.3985075464682029, |
| "pairs_per_s": 79.78586049399101 |
| }, |
| { |
| "step": 4500, |
| "epoch": 1, |
| "train_bce": 0.33671471164623895, |
| "calib_bce": 0.38378575361682127, |
| "pairs_per_s": 79.73705161432898 |
| }, |
| { |
| "step": 6000, |
| "epoch": 1, |
| "train_bce": 0.3230574309527874, |
| "calib_bce": 0.3732045159028339, |
| "pairs_per_s": 79.60159527021463 |
| }, |
| { |
| "step": 7500, |
| "epoch": 2, |
| "train_bce": 0.2974552004337311, |
| "calib_bce": 0.3703809247346423, |
| "pairs_per_s": 79.60656026928321 |
| }, |
| { |
| "step": 9000, |
| "epoch": 2, |
| "train_bce": 0.29068456737945475, |
| "calib_bce": 0.3813886273192539, |
| "pairs_per_s": 79.42918536560546 |
| }, |
| { |
| "step": 10500, |
| "epoch": 2, |
| "train_bce": 0.28204524353891613, |
| "calib_bce": 0.3569218180262296, |
| "pairs_per_s": 79.55564022814646 |
| }, |
| { |
| "step": 12000, |
| "epoch": 2, |
| "train_bce": 0.2814416238864263, |
| "calib_bce": 0.3627130574326132, |
| "pairs_per_s": 79.53210165230088 |
| }, |
| { |
| "step": 13500, |
| "epoch": 3, |
| "train_bce": 0.26867731982966264, |
| "calib_bce": 0.36220443585317086, |
| "pairs_per_s": 79.65847327962074 |
| }, |
| { |
| "step": 15000, |
| "epoch": 3, |
| "train_bce": 0.24902953992038965, |
| "calib_bce": 0.3621598229865997, |
| "pairs_per_s": 79.71158044362741 |
| } |
| ], |
| "patience": 3, |
| "min_delta": 0.001, |
| "max_epochs": 6, |
| "converged": true, |
| "train_minutes": 100.36183035771052, |
| "peak_gpu_gb": 8.91485595703125 |
| } |
