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# flan-t5-base-samsam

This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0775
- Rouge1: 79.7824
- Rouge2: 78.1384
- Rougel: 79.7465
- Rougelsum: 79.5549
- Gen Len: 17.2210

## 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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
| No log        | 1.0   | 122  | 0.1421          | 79.3619 | 77.3998 | 79.3206 | 79.1508   | 17.1501 |
| No log        | 2.0   | 244  | 0.1054          | 79.7224 | 78.0232 | 79.6572 | 79.4622   | 17.2724 |
| No log        | 3.0   | 366  | 0.0911          | 79.568  | 77.8317 | 79.5281 | 79.356    | 17.1665 |
| No log        | 4.0   | 488  | 0.0859          | 79.5389 | 77.7935 | 79.4981 | 79.2895   | 17.1696 |
| 0.2068        | 5.0   | 610  | 0.0775          | 79.7824 | 78.1384 | 79.7465 | 79.5549   | 17.2210 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.0.0
- Datasets 2.15.0
- Tokenizers 0.15.0

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