Downloads · 30 days
4
16% of all-time downloads
BERT_test_graident_accumulation
BrianHsu/BERT_test_graident_accumulation
BERT_test_graident_accumulation is a multiple choice model from BrianHsu. 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.
should probably proofread and complete it, then remove this comment. --
All-time downloads
25
Public
Parameters
102M
2.5 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
- Model type
- bert
- Access
- Public
- Created
- Dec 17, 2023
- Updated
- Dec 17, 2023
- SHA
- 8d982087
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. -->
BERT_test_graident_accumulation
This model is a fine-tuned version of bert-base-chinese on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.3780
- Accuracy: 0.6384
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 188 | 0.9354 | 0.5987 |
| No log | 2.0 | 376 | 0.9827 | 0.6208 |
| 0.7728 | 3.0 | 564 | 1.1462 | 0.6298 |
| 0.7728 | 4.0 | 752 | 1.3019 | 0.6323 |
| 0.7728 | 5.0 | 940 | 1.3780 | 0.6384 |
Framework versions
- Transformers 4.36.0
- Pytorch 2.1.1+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- multiple choice
- Library
- transformers
- Type
- bert
- Created
- Dec 17, 2023
- Updated
- Dec 17, 2023