End of training
Browse files- README.md +61 -0
- generation_config.json +5 -0
README.md
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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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model-index:
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- name: scibert_scivocab_uncased-finetuned-molstm-mlm-0.3-5epochs
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results: []
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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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# scibert_scivocab_uncased-finetuned-molstm-mlm-0.3-5epochs
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This model is a fine-tuned version of [allenai/scibert_scivocab_uncased](https://huggingface.co/allenai/scibert_scivocab_uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6660
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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: 32
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- eval_batch_size: 32
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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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- num_epochs: 5
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.0053 | 1.0 | 512 | 0.8043 |
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| 0.8263 | 2.0 | 1024 | 0.7319 |
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| 0.7641 | 3.0 | 1536 | 0.6908 |
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| 0.7303 | 4.0 | 2048 | 0.6738 |
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| 0.7174 | 5.0 | 2560 | 0.6644 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.0.1
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- Datasets 2.16.1
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- Tokenizers 0.15.1
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generation_config.json
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{
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"_from_model_config": true,
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"pad_token_id": 0,
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"transformers_version": "4.37.2"
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}
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