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t5-base-lora-1.77M-snli-model2 – AI Model by varun-v-rao | AlphaNeural AI
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varun-v-rao
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t5-base-lora-1.77M-snli-model2
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transformers
tensorboard
safetensors
t5
text-classification
generated_from_trainer
google-t5/t5-base
finetune
apache-2.0
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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t5-base-lora-1.77M-snli-model2
This model is a fine-tuned version of
t5-base
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.7454
Accuracy: 0.729
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: 256
eval_batch_size: 256
seed: 27
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
Accuracy
0.5225
1.0
2146
0.4209
0.8470
0.4716
2.0
4292
0.3864
0.8562
0.4577
3.0
6438
0.3797
0.8591
Framework versions
Transformers 4.35.2
Pytorch 2.1.1+cu121
Datasets 2.15.0
Tokenizers 0.15.0
