Downloads · 30 days
11
18% of all-time downloads
MLMA_biogpt_tuned_1412
wins1502/MLMA_biogpt_tuned_1412
MLMA_biogpt_tuned_1412 is a token classification model from wins1502. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
61
Public
Parameters
347M
8.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.4 GB · 100%
At a glance
- Task
- Token Classification
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Apr 12, 2024
- Updated
- Apr 13, 2024
- SHA
- 43555dd4
Try a prompt
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. -->
MLMA_biogpt_tuned_1412
This model is a fine-tuned version of microsoft/biogpt on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1566
- Precision: 0.4828
- Recall: 0.5685
- F1: 0.5222
- Accuracy: 0.9542
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: 8
- eval_batch_size: 8
- 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 | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| 0.329 | 1.0 | 679 | 0.1783 | 0.375 | 0.5154 | 0.4341 | 0.9407 |
| 0.1756 | 2.0 | 1358 | 0.1703 | 0.4751 | 0.5521 | 0.5107 | 0.9520 |
| 0.1045 | 3.0 | 2037 | 0.1566 | 0.4828 | 0.5685 | 0.5222 | 0.9542 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Token Classification
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Apr 12, 2024
- Updated
- Apr 13, 2024