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saransh_biogpt_custom – AI Model by saransharora96 | AlphaNeural AI
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saransh_biogpt_custom
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transformers
pytorch
tensorboard
gpt2
token-classification
generated_from_trainer
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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saransh_biogpt_custom
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2376
Precision: 0.3702
Recall: 0.2097
F1: 0.2677
Accuracy: 0.9300
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
No log
1.0
418
0.2439
0.3401
0.1315
0.1896
0.9284
0.2906
2.0
836
0.2326
0.3448
0.1956
0.2496
0.9293
0.2348
3.0
1254
0.2376
0.3702
0.2097
0.2677
0.9300
Framework versions
Transformers 4.29.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3
