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README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: apache-2.0
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+ base_model: answerdotai/ModernBERT-large
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - f1
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+ model-index:
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+ - name: ST2_modernbert-large_hazard_V2
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # ST2_modernbert-large_hazard_V2
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+
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+ This model is a fine-tuned version of [answerdotai/ModernBERT-large](https://huggingface.co/answerdotai/ModernBERT-large) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.6701
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+ - F1: 0.8497
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 5e-05
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+ - train_batch_size: 36
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+ - eval_batch_size: 16
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - num_epochs: 200
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | F1 |
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+ |:-------------:|:-----:|:-----:|:---------------:|:------:|
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+ | 1.8843 | 1.0 | 128 | 0.8050 | 0.7972 |
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+ | 0.7729 | 2.0 | 256 | 0.7046 | 0.8163 |
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+ | 0.483 | 3.0 | 384 | 0.8013 | 0.8384 |
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+ | 0.2768 | 4.0 | 512 | 0.8839 | 0.8348 |
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+ | 0.1772 | 5.0 | 640 | 0.9444 | 0.8257 |
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+ | 0.1544 | 6.0 | 768 | 0.9699 | 0.8292 |
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+ | 0.1182 | 7.0 | 896 | 1.1826 | 0.8304 |
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+ | 0.06 | 8.0 | 1024 | 1.0771 | 0.8334 |
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+ | 0.0702 | 9.0 | 1152 | 1.0485 | 0.8435 |
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+ | 0.0525 | 10.0 | 1280 | 1.0886 | 0.8406 |
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+ | 0.0288 | 11.0 | 1408 | 1.2292 | 0.8484 |
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+ | 0.0292 | 12.0 | 1536 | 1.1577 | 0.8513 |
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+ | 0.0187 | 13.0 | 1664 | 1.2895 | 0.8478 |
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+ | 0.012 | 14.0 | 1792 | 1.1460 | 0.8517 |
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+ | 0.0066 | 15.0 | 1920 | 1.2281 | 0.8498 |
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+ | 0.0048 | 16.0 | 2048 | 1.2578 | 0.8547 |
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+ | 0.0034 | 17.0 | 2176 | 1.2525 | 0.8482 |
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+ | 0.0028 | 18.0 | 2304 | 1.2799 | 0.8483 |
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+ | 0.0038 | 19.0 | 2432 | 1.2747 | 0.8502 |
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+ | 0.0022 | 20.0 | 2560 | 1.2907 | 0.8488 |
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+ | 0.0021 | 21.0 | 2688 | 1.2864 | 0.8509 |
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+ | 0.0034 | 22.0 | 2816 | 1.3089 | 0.8464 |
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+ | 0.0029 | 23.0 | 2944 | 1.3077 | 0.8502 |
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+ | 0.0015 | 24.0 | 3072 | 1.3103 | 0.8480 |
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+ | 0.0021 | 25.0 | 3200 | 1.3275 | 0.8482 |
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+ | 0.0033 | 26.0 | 3328 | 1.2898 | 0.8483 |
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+ | 0.0015 | 27.0 | 3456 | 1.3258 | 0.8496 |
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+ | 0.0018 | 28.0 | 3584 | 1.3326 | 0.8482 |
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+ | 0.0022 | 29.0 | 3712 | 1.3351 | 0.8480 |
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+ | 0.0027 | 30.0 | 3840 | 1.3325 | 0.8480 |
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+ | 0.0014 | 31.0 | 3968 | 1.3183 | 0.8502 |
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+ | 0.0023 | 32.0 | 4096 | 1.3379 | 0.8505 |
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+ | 0.0026 | 33.0 | 4224 | 1.3498 | 0.8477 |
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+ | 0.0009 | 34.0 | 4352 | 1.3428 | 0.8515 |
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+ | 0.0027 | 35.0 | 4480 | 1.3274 | 0.8457 |
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+ | 0.0024 | 36.0 | 4608 | 1.3600 | 0.8516 |
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+ | 0.0003 | 37.0 | 4736 | 1.3427 | 0.8497 |
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+ | 0.0029 | 38.0 | 4864 | 1.3627 | 0.8501 |
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+ | 0.0023 | 39.0 | 4992 | 1.3649 | 0.8508 |
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+ | 0.0017 | 40.0 | 5120 | 1.3472 | 0.8537 |
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+ | 0.0028 | 41.0 | 5248 | 1.3738 | 0.8505 |
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+ | 0.0021 | 42.0 | 5376 | 1.3650 | 0.8503 |
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+ | 0.0014 | 43.0 | 5504 | 1.3771 | 0.8502 |
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+ | 0.0014 | 44.0 | 5632 | 1.3775 | 0.8493 |
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+ | 0.0013 | 45.0 | 5760 | 1.3687 | 0.8505 |
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+ | 0.004 | 46.0 | 5888 | 1.3879 | 0.8480 |
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+ | 0.0021 | 47.0 | 6016 | 1.3839 | 0.8513 |
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+ | 0.0025 | 48.0 | 6144 | 1.3993 | 0.8505 |
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+ | 0.002 | 49.0 | 6272 | 1.3779 | 0.8474 |
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+ | 0.0708 | 50.0 | 6400 | 1.2382 | 0.7673 |
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+ | 0.2818 | 51.0 | 6528 | 1.1139 | 0.8300 |
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+ | 0.119 | 52.0 | 6656 | 1.1885 | 0.8333 |
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+ | 0.0869 | 53.0 | 6784 | 1.3279 | 0.8517 |
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+ | 0.0256 | 54.0 | 6912 | 1.2980 | 0.8349 |
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+ | 0.0131 | 55.0 | 7040 | 1.3607 | 0.8446 |
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+ | 0.0021 | 72.0 | 9216 | 1.3969 | 0.8490 |
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+ | 0.0014 | 73.0 | 9344 | 1.4042 | 0.8496 |
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+ | 0.0013 | 74.0 | 9472 | 1.4017 | 0.8490 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.48.0.dev0
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+ - Pytorch 2.4.1+cu121
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+ - Datasets 3.1.0
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+ - Tokenizers 0.21.0
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