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t5_3b_epoch_3_qa – AI Model by learn3r | AlphaNeural AI
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learn3r
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t5_3b_epoch_3_qa
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transformers
pytorch
t5
text2text-generation
generated_from_trainer
squad
google-t5/t5-3b
finetune
apache-2.0
text-generation-inference
endpoints_compatible
us
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t5_3b_epoch_3_qa
This model is a fine-tuned version of
t5-3b
on the squad dataset. It achieves the following results on the evaluation set:
Loss: 0.2233
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: 0.0001
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
0.2003
1.0
342
0.2233
0.1331
2.0
684
0.2397
0.0971
3.0
1026
0.2671
Framework versions
Transformers 4.32.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.14.4
Tokenizers 0.13.3
