transformers tf tensorboard safetensors t5 text2text-generation generated_from_trainer base_model:t5-small license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: apache-2.0
base_model: t5-small
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: t5-small-finetuned-xsum
  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-small-finetuned-xsum

This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 3.3510
- Rouge1: 31.9328
- Rouge2: 30.7692
- Rougel: 31.9328
- Rougelsum: 31.9328
- Gen Len: 19.0

## 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: 100
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
| No log        | 1.0   | 1    | 4.6285          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 2.0   | 2    | 4.5962          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 3.0   | 3    | 4.5647          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 4.0   | 4    | 4.5332          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 5.0   | 5    | 4.5017          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 6.0   | 6    | 4.4700          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 7.0   | 7    | 4.4392          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 8.0   | 8    | 4.4086          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 9.0   | 9    | 4.3787          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 10.0  | 10   | 4.3466          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 11.0  | 11   | 4.3033          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 12.0  | 12   | 4.2622          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 13.0  | 13   | 4.2329          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 14.0  | 14   | 4.2033          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 15.0  | 15   | 4.1732          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 16.0  | 16   | 4.1432          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 17.0  | 17   | 4.1130          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 18.0  | 18   | 4.0838          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 19.0  | 19   | 4.0550          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 20.0  | 20   | 4.0268          | 30.5085 | 27.5862 | 30.5085 | 30.5085   | 19.0    |
| No log        | 21.0  | 21   | 3.9994          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 22.0  | 22   | 3.9723          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 23.0  | 23   | 3.9461          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 24.0  | 24   | 3.9208          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 25.0  | 25   | 3.8969          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 26.0  | 26   | 3.8736          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 27.0  | 27   | 3.8511          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 28.0  | 28   | 3.8275          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 29.0  | 29   | 3.8040          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 30.0  | 30   | 3.7818          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 31.0  | 31   | 3.7597          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 32.0  | 32   | 3.7381          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 33.0  | 33   | 3.7174          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 34.0  | 34   | 3.6983          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 35.0  | 35   | 3.6802          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 36.0  | 36   | 3.6628          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 37.0  | 37   | 3.6461          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 38.0  | 38   | 3.6301          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 39.0  | 39   | 3.6150          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 40.0  | 40   | 3.6005          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 41.0  | 41   | 3.5871          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 42.0  | 42   | 3.5744          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 43.0  | 43   | 3.5628          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 44.0  | 44   | 3.5516          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 45.0  | 45   | 3.5410          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 46.0  | 46   | 3.5308          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 47.0  | 47   | 3.5212          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 48.0  | 48   | 3.5122          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 49.0  | 49   | 3.5039          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 50.0  | 50   | 3.4961          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 51.0  | 51   | 3.4889          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 52.0  | 52   | 3.4818          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 53.0  | 53   | 3.4745          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 54.0  | 54   | 3.4679          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 55.0  | 55   | 3.4618          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 56.0  | 56   | 3.4557          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 57.0  | 57   | 3.4502          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 58.0  | 58   | 3.4447          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 59.0  | 59   | 3.4391          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 60.0  | 60   | 3.4336          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 61.0  | 61   | 3.4285          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 62.0  | 62   | 3.4234          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 63.0  | 63   | 3.4186          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 64.0  | 64   | 3.4140          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 65.0  | 65   | 3.4094          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 66.0  | 66   | 3.4052          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 67.0  | 67   | 3.4014          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 68.0  | 68   | 3.3979          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 69.0  | 69   | 3.3946          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 70.0  | 70   | 3.3914          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 71.0  | 71   | 3.3880          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 72.0  | 72   | 3.3848          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 73.0  | 73   | 3.3818          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 74.0  | 74   | 3.3790          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 75.0  | 75   | 3.3764          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 76.0  | 76   | 3.3742          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 77.0  | 77   | 3.3720          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 78.0  | 78   | 3.3699          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 79.0  | 79   | 3.3680          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 80.0  | 80   | 3.3663          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 81.0  | 81   | 3.3645          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 82.0  | 82   | 3.3629          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 83.0  | 83   | 3.3615          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 84.0  | 84   | 3.3602          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 85.0  | 85   | 3.3591          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 86.0  | 86   | 3.3582          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 87.0  | 87   | 3.3573          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 88.0  | 88   | 3.3565          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 89.0  | 89   | 3.3557          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 90.0  | 90   | 3.3549          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 91.0  | 91   | 3.3543          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 92.0  | 92   | 3.3537          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 93.0  | 93   | 3.3531          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 94.0  | 94   | 3.3525          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 95.0  | 95   | 3.3521          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 96.0  | 96   | 3.3517          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 97.0  | 97   | 3.3515          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 98.0  | 98   | 3.3512          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 99.0  | 99   | 3.3511          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |
| No log        | 100.0 | 100  | 3.3510          | 31.9328 | 30.7692 | 31.9328 | 31.9328   | 19.0    |


### Framework versions

- Transformers 4.41.1
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
