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esm2_t30_150M_UR50D-finetuned-effector
dariader/esm2_t30_150M_UR50D-finetuned-effector
esm2_t30_150M_UR50D-finetuned-effector is a text classification model from dariader. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- esm
- Access
- Public
- Created
- Apr 11, 2024
- Updated
- Apr 11, 2024
- SHA
- c7589be2
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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. -->
esm2_t30_150M_UR50D-finetuned-effector
This model is a fine-tuned version of facebook/esm2_t30_150M_UR50D on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5082
- Accuracy: 0.7858
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 | Accuracy |
|---|---|---|---|---|
| 0.551 | 1.0 | 649 | 0.5039 | 0.7428 |
| 0.4832 | 2.0 | 1298 | 0.4989 | 0.7509 |
| 0.4485 | 3.0 | 1947 | 0.5181 | 0.7716 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.2.1+cu121
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- esm
- License
- mit
- Created
- Apr 11, 2024
- Updated
- Apr 11, 2024