|
---
|
|
license: apache-2.0
|
|
base_model: distilbert-base-multilingual-cased
|
|
tags:
|
|
- generated_from_trainer
|
|
model-index:
|
|
- name: distilbert-base-multilingual-cased-finetuned-cases
|
|
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. -->
|
|
|
|
# distilbert-base-multilingual-cased-finetuned-cases
|
|
|
|
This model is a fine-tuned version of [distilbert-base-multilingual-cased](https://huggingface.co/distilbert-base-multilingual-cased) on the None dataset.
|
|
It achieves the following results on the evaluation set:
|
|
- Loss: 2.6181
|
|
|
|
## 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: 64
|
|
- seed: 42
|
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
|
- lr_scheduler_type: linear
|
|
- num_epochs: 3.0
|
|
|
|
### Training results
|
|
|
|
| Training Loss | Epoch | Step | Validation Loss |
|
|
|:-------------:|:-----:|:----:|:---------------:|
|
|
| 2.8246 | 1.0 | 7 | 2.6741 |
|
|
| 2.5295 | 2.0 | 14 | 2.3980 |
|
|
| 2.4329 | 3.0 | 21 | 2.2477 |
|
|
|
|
|
|
### Framework versions
|
|
|
|
- Transformers 4.39.3
|
|
- Pytorch 2.2.1+cpu
|
|
- Datasets 2.18.0
|
|
- Tokenizers 0.15.2
|
|
|
