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--- |
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base_model: eddieman78/litbank-coref-mem-base |
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license: apache-2.0 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: scripts-coref-mem-base |
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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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# scripts-coref-mem-base |
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This model is a fine-tuned version of [eddieman78/litbank-coref-mem-base](https://huggingface.co./eddieman78/litbank-coref-mem-base) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.0032 |
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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: 16 |
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- eval_batch_size: 16 |
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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: 12 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:-----:|:---------------:| |
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| 0.022 | 1.0 | 1807 | 0.0133 | |
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| 0.0138 | 2.0 | 3614 | 0.0090 | |
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| 0.011 | 3.0 | 5421 | 0.0072 | |
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| 0.0088 | 4.0 | 7228 | 0.0058 | |
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| 0.0072 | 5.0 | 9035 | 0.0051 | |
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| 0.0063 | 6.0 | 10842 | 0.0044 | |
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| 0.0057 | 7.0 | 12649 | 0.0041 | |
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| 0.0052 | 8.0 | 14456 | 0.0038 | |
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| 0.0048 | 9.0 | 16263 | 0.0035 | |
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| 0.0047 | 10.0 | 18070 | 0.0034 | |
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| 0.0043 | 11.0 | 19877 | 0.0033 | |
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| 0.0041 | 12.0 | 21684 | 0.0032 | |
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### Framework versions |
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- Transformers 4.42.3 |
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- Pytorch 2.1.2 |
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- Datasets 2.17.0 |
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- Tokenizers 0.19.1 |
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