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prot_t5_xl_alphaKGD_bacteriaMiddle
kevinyar/prot_t5_xl_alphaKGD_bacteriaMiddle
prot_t5_xl_alphaKGD_bacteriaMiddle is a machine learning model from kevinyar. Use it for the machine learning 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. --
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Jan 10, 2023
- Updated
- Jan 10, 2023
- SHA
- d24c9bff
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. -->
prot_t5_xl_alphaKGD_bacteriaMiddle
This model is a fine-tuned version of Rostlab/prot_t5_xl_uniref50 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.8333
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: 3e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 211 | 2.8487 |
| No log | 2.0 | 422 | 2.8389 |
| 3.2264 | 3.0 | 633 | 2.8333 |
Framework versions
- Transformers 4.25.1
- Pytorch 1.13.1
- Datasets 2.7.1
- Tokenizers 0.11.0
- Library
- transformers
- Type
- t5
- Created
- Jan 10, 2023
- Updated
- Jan 10, 2023