
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# t5-base-amazon-software-reviews-finetuned

This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 2.7547
- Rouge1: 0.2061
- Rouge2: 0.1112
- Rougel: 0.2031
- Rougelsum: 0.2027
- Gen Len: 7.308

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

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
| 3.0743        | 1.0   | 2000 | 2.8068          | 0.1946 | 0.1025 | 0.1906 | 0.1903    | 7.2735  |
| 2.8536        | 2.0   | 4000 | 2.7641          | 0.2015 | 0.1074 | 0.1984 | 0.1979    | 7.364   |
| 2.6966        | 3.0   | 6000 | 2.7558          | 0.2064 | 0.1109 | 0.2033 | 0.203     | 7.1645  |
| 2.7325        | 4.0   | 8000 | 2.7547          | 0.2061 | 0.1112 | 0.2031 | 0.2027    | 7.308   |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["rouge"], "base_model": "t5-base", "model-index": [{"name": "t5-base-amazon-software-reviews-finetuned", "results": []}]}
transformers tensorboard safetensors t5 text2text-generation generated_from_trainer base_model:t5-base license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us