|
--- |
|
license: apache-2.0 |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: HintsGenerator |
|
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. --> |
|
|
|
# HintsGenerator |
|
|
|
This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on an unknown dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 1.7541 |
|
|
|
## 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: 64 |
|
- 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 | |
|
|:-------------:|:-----:|:-----:|:---------------:| |
|
| 2.2228 | 1.0 | 1053 | 1.8560 | |
|
| 2.078 | 2.0 | 2106 | 1.7876 | |
|
| 1.9936 | 3.0 | 3159 | 1.7681 | |
|
| 1.9479 | 4.0 | 4212 | 1.7580 | |
|
| 1.911 | 5.0 | 5265 | 1.7552 | |
|
| 1.883 | 6.0 | 6318 | 1.7642 | |
|
| 1.8738 | 7.0 | 7371 | 1.7618 | |
|
| 1.8524 | 8.0 | 8424 | 1.7571 | |
|
| 1.847 | 9.0 | 9477 | 1.7532 | |
|
| 1.8346 | 10.0 | 10530 | 1.7541 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.30.1 |
|
- Pytorch 2.0.1+cu118 |
|
- Datasets 2.12.0 |
|
- Tokenizers 0.13.3 |
|
|
