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prot_t5_xl_alphaKGD_bacteriaMiddle – AI Model by cewinharhar | AlphaNeural AI
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cewinharhar
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prot_t5_xl_alphaKGD_bacteriaMiddle
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transformers
pytorch
t5
text2text-generation
generated_from_trainer
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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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
