|
--- |
|
license: apache-2.0 |
|
base_model: google/mt5-base |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: mt5-base-multi_news |
|
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. --> |
|
|
|
# mt5-base-multi_news |
|
|
|
This model is a fine-tuned version of [google/mt5-base](https://huggingface.co/google/mt5-base) on an unknown dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 3.2565 |
|
|
|
## 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: 8 |
|
- eval_batch_size: 8 |
|
- seed: 42 |
|
- 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 | |
|
|:-------------:|:-----:|:-----:|:---------------:| |
|
| 3.8534 | 1.0 | 5622 | 3.5584 | |
|
| 3.58 | 2.0 | 11244 | 3.3606 | |
|
| 3.4904 | 3.0 | 16866 | 3.3078 | |
|
| 3.4461 | 4.0 | 22488 | 3.2863 | |
|
| 3.408 | 5.0 | 28110 | 3.2724 | |
|
| 3.3951 | 6.0 | 33732 | 3.2642 | |
|
| 3.3854 | 7.0 | 39354 | 3.2602 | |
|
| 3.3731 | 8.0 | 44976 | 3.2577 | |
|
| 3.3803 | 9.0 | 50598 | 3.2563 | |
|
| 3.3755 | 10.0 | 56220 | 3.2565 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.37.2 |
|
- Pytorch 2.1.0+cu121 |
|
- Datasets 2.17.1 |
|
- Tokenizers 0.15.2 |
|
|