transformers tensorboard safetensors t5 text2text-generation generated_from_trainer base_model:youdiniplays/ceb-tl-model license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: apache-2.0
base_model: youdiniplays/ceb-tl-model
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: ceb-tl-model-v2
  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. -->

# ceb-tl-model-v2

This model is a fine-tuned version of [youdiniplays/ceb-tl-model](https://huggingface.co/youdiniplays/ceb-tl-model) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5619
- Bleu: 4.3134
- Gen Len: 18.148

## 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: 0.001
- 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: 5
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Bleu   | Gen Len |
|:-------------:|:-----:|:-----:|:---------------:|:------:|:-------:|
| 0.741         | 1.0   | 6516  | 0.6333          | 3.8614 | 18.103  |
| 0.6821        | 2.0   | 13032 | 0.6116          | 4.1546 | 18.124  |
| 0.6257        | 3.0   | 19548 | 0.5879          | 4.2546 | 18.136  |
| 0.5806        | 4.0   | 26064 | 0.5673          | 4.3143 | 18.138  |
| 0.5472        | 5.0   | 32580 | 0.5619          | 4.3134 | 18.148  |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
