---
license: apache-2.0
base_model: t5-large
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: t5_recommendation_sports_equipment_english
  results: []
---

<!-- 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_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: 0.4020
- Rouge1: 57.9365
- Rouge2: 47.6190
- Rougel: 57.9365
- Rougelsum: 57.9365
- Gen Len: 4.1429

## 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    | 7.7857          | 20.2721 | 10.3896 | 20.0454 | 20.9524   | 11.3810 |
| No log        | 1.92  | 12   | 3.1922          | 20.0    | 4.7619  | 20.4762 | 20.4762   | 3.1905  |
| No log        | 2.88  | 18   | 0.8028          | 5.5556  | 0.0     | 5.5556  | 5.5556    | 3.0     |
| No log        | 4.0   | 25   | 0.7207          | 32.8571 | 19.0476 | 32.9365 | 34.0476   | 3.2381  |
| No log        | 4.96  | 31   | 0.5217          | 50.3968 | 42.8571 | 50.0    | 50.7937   | 3.9524  |
| No log        | 5.92  | 37   | 0.4420          | 57.9365 | 47.6190 | 57.9365 | 57.9365   | 4.0476  |
| No log        | 6.88  | 43   | 0.4694          | 67.4603 | 61.9048 | 67.4603 | 67.4603   | 4.0     |
| No log        | 8.0   | 50   | 0.4408          | 57.9365 | 47.6190 | 57.9365 | 57.9365   | 4.1429  |
| No log        | 8.96  | 56   | 0.4269          | 57.9365 | 47.6190 | 57.9365 | 57.9365   | 4.1429  |
| No log        | 9.6   | 60   | 0.4020          | 57.9365 | 47.6190 | 57.9365 | 57.9365   | 4.1429  |


### Framework versions

- Transformers 4.33.2
- Pytorch 2.0.1+cu118
- Datasets 2.8.0
- Tokenizers 0.13.3