Downloads · 30 days
9
18% of all-time downloads
chinese-roberta-wwm-ext_lr_3e-06_batch_8_epoch_3_model
riiwang/chinese-roberta-wwm-ext_lr_3e-06_batch_8_epoch_3_model
chinese-roberta-wwm-ext_lr_3e-06_batch_8_epoch_3_model is a multiple choice model from riiwang. Use it for the multiple choice task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
51
Public
Parameters
102M
1.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors409 MB · 100%
At a glance
- Task
- multiple choice
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Sep 25, 2024
- Updated
- Sep 25, 2024
- SHA
- 0bfc45ce
Base models
Model card
From the Hugging Face model README
<!-- 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. -->
chinese-roberta-wwm-ext_lr_3e-06_batch_8_epoch_3_model
This model is a fine-tuned version of hfl/chinese-roberta-wwm-ext on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1503
- Accuracy: 0.9531
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: 3e-06
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.1696 | 1.0 | 1358 | 0.1671 | 0.9458 |
| 0.1169 | 2.0 | 2716 | 0.1469 | 0.9535 |
| 0.1009 | 3.0 | 4074 | 0.1503 | 0.9531 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Task
- multiple choice
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Sep 25, 2024
- Updated
- Sep 25, 2024