generated_from_trainer

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dit-tiny_tobacco3482_kd_CEKD_t2.5_a0.9

This model is a fine-tuned version of microsoft/dit-base on the None dataset. It achieves the following results on the evaluation set:

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

Training results

Training Loss Epoch Step Validation Loss Accuracy Brier Loss Nll F1 Micro F1 Macro Ece Aurc
No log 0.96 3 2.6891 0.145 0.8999 10.1550 0.145 0.0253 0.2220 0.8466
No log 1.96 6 2.6592 0.145 0.8947 10.5706 0.145 0.0253 0.2238 0.8463
No log 2.96 9 2.6158 0.14 0.8869 8.5528 0.14 0.0422 0.2066 0.8175
No log 3.96 12 2.5827 0.175 0.8810 6.5464 0.175 0.0467 0.2385 0.8661
No log 4.96 15 2.5647 0.155 0.8781 6.8570 0.155 0.0274 0.2316 0.8886
No log 5.96 18 2.5566 0.19 0.8772 8.4283 0.19 0.0413 0.2460 0.8532
No log 6.96 21 2.5515 0.18 0.8769 7.6865 0.18 0.0308 0.2480 0.8517
No log 7.96 24 2.5475 0.18 0.8767 6.9727 0.18 0.0306 0.2469 0.8521
No log 8.96 27 2.5438 0.18 0.8762 6.9080 0.18 0.0306 0.2438 0.8525
No log 9.96 30 2.5420 0.18 0.8758 6.8906 0.18 0.0306 0.2521 0.8528
No log 10.96 33 2.5410 0.18 0.8755 6.8317 0.18 0.0306 0.2516 0.8524
No log 11.96 36 2.5404 0.18 0.8753 6.7606 0.18 0.0306 0.2469 0.8516
No log 12.96 39 2.5401 0.18 0.8752 6.7444 0.18 0.0306 0.2425 0.8516
No log 13.96 42 2.5397 0.18 0.8751 6.7397 0.18 0.0306 0.2498 0.8514
No log 14.96 45 2.5393 0.18 0.8750 6.7390 0.18 0.0306 0.2579 0.8511
No log 15.96 48 2.5389 0.18 0.8749 6.7366 0.18 0.0306 0.2463 0.8513
No log 16.96 51 2.5387 0.18 0.8749 6.7390 0.18 0.0306 0.2465 0.8510
No log 17.96 54 2.5389 0.18 0.8749 6.7382 0.18 0.0306 0.2425 0.8505
No log 18.96 57 2.5389 0.18 0.8749 6.7397 0.18 0.0306 0.2463 0.8504
No log 19.96 60 2.5384 0.18 0.8748 6.7391 0.18 0.0306 0.2421 0.8495
No log 20.96 63 2.5383 0.18 0.8747 6.7396 0.18 0.0306 0.2422 0.8500
No log 21.96 66 2.5380 0.18 0.8747 6.7399 0.18 0.0306 0.2460 0.8496
No log 22.96 69 2.5379 0.18 0.8746 6.7395 0.18 0.0306 0.2460 0.8497
No log 23.96 72 2.5379 0.18 0.8746 6.7393 0.18 0.0306 0.2460 0.8497
No log 24.96 75 2.5379 0.18 0.8746 6.7389 0.18 0.0306 0.2460 0.8496

Framework versions