---
license: apache-2.0
base_model: t5-small
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: Gen_Z_Model
  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. -->

# Gen_Z_Model

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: 1.2083
- Bleu: 38.8455
- Gen Len: 15.0467

## 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: 50

### Training results

| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
| No log        | 1.0   | 107  | 1.9909          | 28.2199 | 15.1893 |
| No log        | 2.0   | 214  | 1.7933          | 32.7292 | 15.2734 |
| No log        | 3.0   | 321  | 1.7042          | 33.0586 | 15.3575 |
| No log        | 4.0   | 428  | 1.6409          | 33.5589 | 15.3294 |
| 1.9663        | 5.0   | 535  | 1.5944          | 34.0231 | 15.3084 |
| 1.9663        | 6.0   | 642  | 1.5542          | 34.5356 | 15.2453 |
| 1.9663        | 7.0   | 749  | 1.5204          | 34.5257 | 15.3178 |
| 1.9663        | 8.0   | 856  | 1.4949          | 35.0464 | 15.2664 |
| 1.9663        | 9.0   | 963  | 1.4656          | 34.8031 | 15.3692 |
| 1.563         | 10.0  | 1070 | 1.4452          | 34.8213 | 15.3248 |
| 1.563         | 11.0  | 1177 | 1.4273          | 34.8319 | 15.3715 |
| 1.563         | 12.0  | 1284 | 1.4041          | 34.6139 | 15.528  |
| 1.563         | 13.0  | 1391 | 1.3904          | 34.8305 | 15.4439 |
| 1.563         | 14.0  | 1498 | 1.3747          | 35.4972 | 15.5327 |
| 1.4209        | 15.0  | 1605 | 1.3619          | 35.7394 | 15.4322 |
| 1.4209        | 16.0  | 1712 | 1.3493          | 35.6452 | 15.4206 |
| 1.4209        | 17.0  | 1819 | 1.3369          | 35.8997 | 15.4276 |
| 1.4209        | 18.0  | 1926 | 1.3255          | 35.8844 | 15.4416 |
| 1.3222        | 19.0  | 2033 | 1.3168          | 35.8468 | 15.465  |
| 1.3222        | 20.0  | 2140 | 1.3074          | 36.3525 | 15.3621 |
| 1.3222        | 21.0  | 2247 | 1.2993          | 37.2694 | 15.2453 |
| 1.3222        | 22.0  | 2354 | 1.2925          | 37.3457 | 15.2593 |
| 1.3222        | 23.0  | 2461 | 1.2842          | 37.3279 | 15.236  |
| 1.2566        | 24.0  | 2568 | 1.2805          | 37.4183 | 15.2056 |
| 1.2566        | 25.0  | 2675 | 1.2750          | 37.7844 | 15.1939 |
| 1.2566        | 26.0  | 2782 | 1.2684          | 37.8613 | 15.1799 |
| 1.2566        | 27.0  | 2889 | 1.2626          | 37.8746 | 15.1519 |
| 1.2566        | 28.0  | 2996 | 1.2562          | 38.017  | 15.1495 |
| 1.1991        | 29.0  | 3103 | 1.2536          | 38.1961 | 15.1145 |
| 1.1991        | 30.0  | 3210 | 1.2473          | 38.2285 | 15.0981 |
| 1.1991        | 31.0  | 3317 | 1.2429          | 38.214  | 15.1028 |
| 1.1991        | 32.0  | 3424 | 1.2397          | 38.5427 | 15.0467 |
| 1.1655        | 33.0  | 3531 | 1.2353          | 38.2303 | 15.1121 |
| 1.1655        | 34.0  | 3638 | 1.2344          | 38.5399 | 15.1285 |
| 1.1655        | 35.0  | 3745 | 1.2288          | 38.4536 | 15.1005 |
| 1.1655        | 36.0  | 3852 | 1.2263          | 38.7325 | 15.0794 |
| 1.1655        | 37.0  | 3959 | 1.2237          | 38.7098 | 15.1051 |
| 1.1306        | 38.0  | 4066 | 1.2202          | 38.6696 | 15.1215 |
| 1.1306        | 39.0  | 4173 | 1.2182          | 38.8038 | 15.0771 |
| 1.1306        | 40.0  | 4280 | 1.2171          | 38.846  | 15.0561 |
| 1.1306        | 41.0  | 4387 | 1.2162          | 38.7233 | 15.0257 |
| 1.1306        | 42.0  | 4494 | 1.2144          | 38.7516 | 15.0327 |
| 1.1103        | 43.0  | 4601 | 1.2136          | 39.1562 | 15.0304 |
| 1.1103        | 44.0  | 4708 | 1.2115          | 38.9924 | 15.021  |
| 1.1103        | 45.0  | 4815 | 1.2104          | 39.0094 | 15.035  |
| 1.1103        | 46.0  | 4922 | 1.2097          | 38.9355 | 15.0421 |
| 1.0979        | 47.0  | 5029 | 1.2087          | 38.8939 | 15.0561 |
| 1.0979        | 48.0  | 5136 | 1.2087          | 38.8412 | 15.0491 |
| 1.0979        | 49.0  | 5243 | 1.2084          | 38.8575 | 15.0561 |
| 1.0979        | 50.0  | 5350 | 1.2083          | 38.8455 | 15.0467 |


### Framework versions

- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.3
- Tokenizers 0.13.3