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# T5Model_for_Ecommerce

This model is a fine-tuned version of [Praveen76/FinetunedT5Model](https://huggingface.co/Praveen76/FinetunedT5Model) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.9462
- Rouge1: 0.0406
- Rouge2: 0.0272
- Rougel: 0.0345
- Rougelsum: 0.0344
- Gen Len: 1.9352

## 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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
| No log        | 1.0   | 27   | 4.2817          | 0.2641 | 0.1401 | 0.2239 | 0.2236    | 19.0    |
| No log        | 2.0   | 54   | 1.2657          | 0.0685 | 0.0411 | 0.0583 | 0.0589    | 4.0463  |
| No log        | 3.0   | 81   | 1.1014          | 0.0    | 0.0    | 0.0    | 0.0       | 0.0     |
| No log        | 4.0   | 108  | 1.0864          | 0.0    | 0.0    | 0.0    | 0.0       | 0.0     |
| No log        | 5.0   | 135  | 1.0668          | 0.0    | 0.0    | 0.0    | 0.0       | 0.0     |
| No log        | 6.0   | 162  | 1.0474          | 0.0    | 0.0    | 0.0    | 0.0       | 0.0     |
| No log        | 7.0   | 189  | 1.0204          | 0.0    | 0.0    | 0.0    | 0.0       | 0.0     |
| No log        | 8.0   | 216  | 1.0035          | 0.0    | 0.0    | 0.0    | 0.0       | 0.0     |
| No log        | 9.0   | 243  | 0.9870          | 0.0    | 0.0    | 0.0    | 0.0       | 0.0     |
| No log        | 10.0  | 270  | 0.9732          | 0.0    | 0.0    | 0.0    | 0.0       | 0.0     |
| No log        | 11.0  | 297  | 0.9625          | 0.0098 | 0.0059 | 0.0094 | 0.0094    | 0.5278  |
| No log        | 12.0  | 324  | 0.9563          | 0.0295 | 0.0194 | 0.0266 | 0.0264    | 1.4074  |
| No log        | 13.0  | 351  | 0.9504          | 0.0325 | 0.0213 | 0.0291 | 0.029     | 1.5833  |
| No log        | 14.0  | 378  | 0.9472          | 0.0406 | 0.0272 | 0.0345 | 0.0344    | 1.9352  |
| No log        | 15.0  | 405  | 0.9462          | 0.0406 | 0.0272 | 0.0345 | 0.0344    | 1.9352  |


### Framework versions

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

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["rouge"], "base_model": "Praveen76/FinetunedT5Model", "model-index": [{"name": "T5Model_for_Ecommerce", "results": []}]}
transformers tensorboard safetensors t5 text2text-generation generated_from_trainer base_model:Praveen76/FinetunedT5Model license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us