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# clinical_longformer_same_tokens_2epochs_100k

This model is a fine-tuned version of [SandriBarros/clinical_longformer_same_tokens_2epochs_50k](https://huggingface.co/SandriBarros/clinical_longformer_same_tokens_2epochs_50k) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.4824

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 2
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 64
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1500
- num_epochs: 1

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.6904        | 0.18  | 65   | 1.5011          |
| 1.6005        | 0.37  | 130  | 1.4964          |
| 1.5714        | 0.55  | 195  | 1.4855          |
| 1.583         | 0.74  | 260  | 1.4842          |
| 1.6192        | 0.92  | 325  | 1.4824          |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0

{"tags": ["generated_from_trainer"], "base_model": "SandriBarros/clinical_longformer_same_tokens_2epochs_50k", "model-index": [{"name": "clinical_longformer_same_tokens_2epochs_100k", "results": []}]}
transformers tensorboard safetensors longformer fill-mask generated_from_trainer base_model:SandriBarros/clinical_longformer_same_tokens_2epochs_50k autotrain_compatible endpoints_compatible region:us