|
--- |
|
base_model: csebuetnlp/banglat5_small |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: bt5-small-bangla_lemma |
|
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. --> |
|
|
|
# bt5-small-bangla_lemma |
|
|
|
This model is a fine-tuned version of [csebuetnlp/banglat5_small](https://huggingface.co/csebuetnlp/banglat5_small) on an unknown dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 1.8512 |
|
|
|
## 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: 5e-05 |
|
- train_batch_size: 32 |
|
- eval_batch_size: 32 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 2 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:----:|:---------------:| |
|
| No log | 0.23 | 100 | 11.2822 | |
|
| No log | 0.45 | 200 | 10.6983 | |
|
| No log | 0.68 | 300 | 10.1553 | |
|
| No log | 0.91 | 400 | 9.6258 | |
|
| 10.0435 | 1.13 | 500 | 9.0264 | |
|
| 10.0435 | 1.36 | 600 | 7.9661 | |
|
| 10.0435 | 1.59 | 700 | 2.8449 | |
|
| 10.0435 | 1.81 | 800 | 1.8512 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.38.1 |
|
- Pytorch 2.0.1 |
|
- Datasets 2.16.1 |
|
- Tokenizers 0.15.0 |
|
|
