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T5-pubmed-3072-ORC-epoch2 – AI Model by LA1512 | AlphaNeural AI
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LA1512
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T5-pubmed-3072-ORC-epoch2
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transformers
safetensors
longt5
text2text-generation
generated_from_trainer
pszemraj/long-t5-tglobal-base-16384-book-summary
finetune
bsd-3-clause
endpoints_compatible
us
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This model is a fine-tuned version of
pszemraj/long-t5-tglobal-base-16384-book-summary
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 3.0187
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: 5e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 700
num_epochs: 2
label_smoothing_factor: 0.1
Training results
Training Loss
Epoch
Step
Validation Loss
3.4444
0.64
400
3.2088
3.2848
1.28
800
3.0546
3.2422
1.92
1200
3.0187
Framework versions
Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2
