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# t5_recommendation_sports_equipment_english

This model is a fine-tuned version of [t5-large](https://huggingface.co/t5-large) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4517
- Rouge1: 57.4603
- Rouge2: 47.6190
- Rougel: 57.1429
- Rougelsum: 56.9841
- Gen Len: 3.9048

## 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: 0.0001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
| No log        | 0.96  | 6    | 6.7882          | 8.8889  | 0.9524  | 8.8278  | 8.7668    | 19.0    |
| No log        | 1.96  | 12   | 2.3412          | 18.0952 | 0.0     | 18.0952 | 18.0952   | 3.2381  |
| No log        | 2.96  | 18   | 0.8550          | 11.9048 | 4.7619  | 11.9048 | 11.9048   | 4.0     |
| No log        | 3.96  | 24   | 0.7481          | 32.2222 | 4.7619  | 32.3810 | 32.3810   | 3.9048  |
| No log        | 4.96  | 30   | 0.7208          | 20.9524 | 4.7619  | 20.9524 | 21.2698   | 3.6190  |
| No log        | 5.96  | 36   | 0.6293          | 30.9524 | 23.8095 | 30.9524 | 31.7460   | 3.6667  |
| No log        | 6.96  | 42   | 0.6203          | 42.7778 | 33.3333 | 42.5397 | 42.8571   | 3.9048  |
| No log        | 7.96  | 48   | 0.6352          | 47.6190 | 33.3333 | 47.6190 | 46.8254   | 3.8095  |
| No log        | 8.96  | 54   | 0.5334          | 52.6984 | 42.8571 | 52.3810 | 51.9841   | 3.9524  |
| No log        | 9.96  | 60   | 0.4517          | 57.4603 | 47.6190 | 57.1429 | 56.9841   | 3.9048  |


### Framework versions

- Transformers 4.26.0
- Pytorch 2.1.0+cu121
- Datasets 2.8.0
- Tokenizers 0.13.3

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["rouge"], "model-index": [{"name": "t5_recommendation_sports_equipment_english", "results": []}]}
transformers pytorch tensorboard t5 text2text-generation generated_from_trainer license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us