|
--- |
|
library_name: transformers |
|
base_model: Nubletz/bart-text-simplification |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: bart-text-simplification |
|
results: [] |
|
datasets: |
|
- facebook/asset |
|
- turk/simplification |
|
language: |
|
- en |
|
metrics: |
|
- sari |
|
--- |
|
|
|
<!-- 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. --> |
|
|
|
# bart-text-simplification |
|
|
|
Notes: the model is still under improvement |
|
|
|
This model is a fine-tuned version of [Nubletz/bart-text-simplification](https://huggingface.co/Nubletz/bart-text-simplification) on an unknown dataset. |
|
It achieves the following results on the evaluation set: |
|
- eval_loss: 0.6558 |
|
- eval_model_preparation_time: 0.0082 |
|
- eval_sari: 59.0183 |
|
- eval_runtime: 670.1131 |
|
- eval_samples_per_second: 1.343 |
|
- eval_steps_per_second: 1.343 |
|
- step: 0 |
|
|
|
## 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: 1 |
|
- eval_batch_size: 1 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 1 |
|
|
|
### Framework versions |
|
|
|
- Transformers 4.44.2 |
|
- Pytorch 2.4.1+cu121 |
|
- Tokenizers 0.19.1 |
