Downloads · 30 days
7
2% of all-time downloads
output_jcommonsenseqa
pintaro/output_jcommonsenseqa
output_jcommonsenseqa is a multiple choice model from pintaro. 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
354
Public
Parameters
111M
445 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors445 MB · 100%
At a glance
- Task
- multiple choice
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Dec 5, 2023
- Updated
- Dec 5, 2023
- SHA
- 17237004
Base models
Datasets
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. -->
output_jcommonsenseqa
This model is a fine-tuned version of cl-tohoku/bert-base-japanese-v3 on the jglue dataset. It achieves the following results on the evaluation set:
- Loss: 0.5267
- Accuracy: 0.8302
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.231 | 1.0 | 280 | 0.5796 | 0.8239 |
| 0.3484 | 2.0 | 560 | 0.4979 | 0.8239 |
| 0.2421 | 3.0 | 840 | 0.5267 | 0.8302 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- multiple choice
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Dec 5, 2023
- Updated
- Dec 5, 2023