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Saving best model of test_TwoWayLoss_25K_bs64_P4_N1 to hub

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README.md ADDED
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+ ---
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+ base_model: allenai/scibert_scivocab_uncased
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - accuracy
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+ - precision
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+ - recall
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+ - f1
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+ model-index:
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+ - name: test_TwoWayLoss_25K_bs64_P4_N1
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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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+ # test_TwoWayLoss_25K_bs64_P4_N1
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+
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+ This model is a fine-tuned version of [allenai/scibert_scivocab_uncased](https://huggingface.co/allenai/scibert_scivocab_uncased) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.6265
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+ - Accuracy: 0.7094
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+ - Precision: 0.0099
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+ - Recall: 0.2915
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+ - F1: 0.0192
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+ - Hamming: 0.2906
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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: 2e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_ratio: 0.1
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+ - training_steps: 10
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 | Hamming |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|:-------:|
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+ | 0.6921 | 0.0 | 5 | 0.6507 | 0.6448 | 0.0101 | 0.3639 | 0.0196 | 0.3552 |
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+ | 0.6402 | 0.0 | 10 | 0.6265 | 0.7094 | 0.0099 | 0.2915 | 0.0192 | 0.2906 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.0.dev0
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+ - Pytorch 2.0.1+cu118
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+ - Datasets 2.7.1
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+ - Tokenizers 0.14.1
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+ "train_steps_per_second": 0.063
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+ }
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