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muhtasham/
tiny-mlm-snli-from-scratch-target-rotten_tomatoes

Name: tiny-mlm-snli-from-scratch-target-rotten_tomatoes
Availability: InStock

generated_from_trainer

autotrain_compatible

endpoints_compatible

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tiny-mlm-snli-from-scratch-target-rotten_tomatoes

This model is a fine-tuned version of muhtasham/tiny-mlm-snli-from-scratch on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7400
Accuracy: 0.7448
F1: 0.7441

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
0.693	1.87	500	0.6913	0.5038	0.3480
0.6626	3.75	1000	0.6427	0.6379	0.6351
0.5259	5.62	1500	0.5793	0.7223	0.7222
0.3566	7.49	2000	0.5842	0.7467	0.7467
0.2709	9.36	2500	0.6819	0.7355	0.7343
0.2148	11.24	3000	0.7748	0.7420	0.7410
0.1936	13.11	3500	0.7400	0.7448	0.7441

Framework versions

Transformers 4.26.0.dev0
Pytorch 1.13.1+cu116
Datasets 2.8.1.dev0
Tokenizers 0.13.2

muhtasham/tiny-mlm-snli-from-scratch-target-rotten_tomatoes

tiny-mlm-snli-from-scratch-target-rotten_tomatoes

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

muhtasham/
tiny-mlm-snli-from-scratch-target-rotten_tomatoes