End of training
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README.md
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---
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license: apache-2.0
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base_model: allenai/longformer-base-4096
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tags:
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- generated_from_trainer
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model-index:
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- name: clinical_longformer_same_tokens_30k
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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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# clinical_longformer_same_tokens_30k
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This model is a fine-tuned version of [allenai/longformer-base-4096](https://huggingface.co/allenai/longformer-base-4096) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.9398
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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: 2
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- eval_batch_size: 16
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- seed: 42
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- gradient_accumulation_steps: 64
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- total_train_batch_size: 128
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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_steps: 1500
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 3.333 | 0.12 | 65 | 2.4872 |
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| 2.6244 | 0.23 | 130 | 2.3902 |
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| 2.6084 | 0.35 | 195 | 2.2913 |
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| 2.4782 | 0.46 | 260 | 2.1766 |
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| 2.4194 | 0.58 | 325 | 2.1188 |
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| 2.1494 | 0.69 | 390 | 2.0529 |
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| 2.1218 | 0.81 | 455 | 1.9691 |
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| 2.0447 | 0.92 | 520 | 1.9398 |
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### Framework versions
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- Transformers 4.35.0
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- Pytorch 2.1.0+cu118
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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model.safetensors
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runs/Nov05_15-35-58_9544fc243e2e/events.out.tfevents.1699198563.9544fc243e2e.5634.0
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