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# scifive_seven_epoch

This model is a fine-tuned version of [razent/SciFive-base-Pubmed_PMC](https://huggingface.co/razent/SciFive-base-Pubmed_PMC) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.8379
- Rouge1: 0.3666
- Rouge2: 0.2139
- Rougel: 0.307
- Rougelsum: 0.3084
- Gen Len: 17.53

## 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: 4
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 7

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
| No log        | 1.0   | 275  | 2.2065          | 0.2714 | 0.1462 | 0.2336 | 0.2327    | 17.09   |
| 2.4022        | 2.0   | 550  | 1.9771          | 0.339  | 0.1958 | 0.2907 | 0.2911    | 17.76   |
| 2.4022        | 3.0   | 825  | 1.9156          | 0.3652 | 0.2128 | 0.3035 | 0.3046    | 17.73   |
| 1.8204        | 4.0   | 1100 | 1.8698          | 0.37   | 0.2197 | 0.3103 | 0.3102    | 17.37   |
| 1.8204        | 5.0   | 1375 | 1.8525          | 0.3638 | 0.2103 | 0.3042 | 0.3049    | 17.65   |
| 1.694         | 6.0   | 1650 | 1.8384          | 0.3713 | 0.2175 | 0.3104 | 0.3113    | 17.55   |
| 1.694         | 7.0   | 1925 | 1.8379          | 0.3666 | 0.2139 | 0.307  | 0.3084    | 17.53   |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1

{"tags": ["generated_from_trainer"], "metrics": ["rouge"], "base_model": "razent/SciFive-base-Pubmed_PMC", "model-index": [{"name": "scifive_seven_epoch", "results": []}]}
transformers tensorboard safetensors t5 text2text-generation generated_from_trainer base_model:razent/SciFive-base-Pubmed_PMC autotrain_compatible endpoints_compatible text-generation-inference region:us