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tiny-mlm-glue-rte-from-scratch-custom-tokenizer-target-glue-mrpc – AI Model by muhtasham | AlphaNeural AI
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muhtasham
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tiny-mlm-glue-rte-from-scratch-custom-tokenizer-target-glue-mrpc
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transformers
pytorch
bert
text-classification
generated_from_trainer
autotrain_compatible
endpoints_compatible
us
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tiny-mlm-glue-rte-from-scratch-custom-tokenizer-target-glue-mrpc
This model is a fine-tuned version of
muhtasham/tiny-mlm-glue-rte-from-scratch-custom-tokenizer
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.0951
Accuracy: 0.6176
F1: 0.7057
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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
training_steps: 5000
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
0.6291
4.35
500
0.6078
0.6887
0.8107
0.5334
8.7
1000
0.6684
0.6618
0.7612
0.3479
13.04
1500
0.9307
0.6078
0.7004
0.2275
17.39
2000
1.0951
0.6176
0.7057
Framework versions
Transformers 4.26.0.dev0
Pytorch 1.13.0+cu116
Datasets 2.8.1.dev0
Tokenizers 0.13.2
