Downloads · 30 days
2
8% of all-time downloads
biobert-v1.1-BC2GM-NCBI-IOBES
sujeongh/biobert-v1.1-BC2GM-NCBI-IOBES
biobert-v1.1-BC2GM-NCBI-IOBES is a machine learning model from sujeongh. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
should probably proofread and complete it, then remove this comment. --
All-time downloads
24
Public
Repo size
1.7 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin431 MB · 100%
At a glance
- Model type
- bert
- Access
- Public
- Created
- Sep 1, 2024
- Updated
- Sep 1, 2024
- SHA
- 5a347781
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. -->
biobert-v1.1-BC2GM-NCBI-IOBES
This model is a fine-tuned version of sujeongh/biobert-v1.1-BC2GM-IOBES on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3039
- Precision: 0.0
- Recall: 0.0
- F1: 0.0
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: 1e-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
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 |
|---|---|---|---|---|---|---|
| 0.3332 | 1.0 | 1 | 0.3285 | 0.0357 | 0.0116 | 0.0175 |
| 0.3332 | 2.0 | 2 | 0.3154 | 0.0 | 0.0 | 0.0 |
| 0.3332 | 3.0 | 3 | 0.3076 | 0.0 | 0.0 | 0.0 |
| 0.3332 | 4.0 | 4 | 0.3039 | 0.0 | 0.0 | 0.0 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.3.1+cu121
- Datasets 2.19.1
- Tokenizers 0.13.3
- Type
- bert
- Created
- Sep 1, 2024
- Updated
- Sep 1, 2024