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YaHi/
student_electra_small

Name: student_electra_small
Rating: 2.5 (178 reviews)

generated_from_trainer

google/electra-small-discriminator

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student_electra_small

This model is a fine-tuned version of google/electra-small-discriminator on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.6385

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: 16
eval_batch_size: 16
seed: 1022
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1000
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss
1.2869	0.4	1200	0.9636
0.9176	0.81	2400	0.8391
0.7991	1.21	3600	0.7501
0.7191	1.62	4800	0.6928
0.6846	2.02	6000	0.6669
0.6356	2.43	7200	0.6525
0.6087	2.83	8400	0.6383
0.5962	3.24	9600	0.6397
0.5749	3.64	10800	0.6385

Framework versions

Transformers 4.32.1
Pytorch 2.1.0
Datasets 2.12.0
Tokenizers 0.13.2

YaHi/student_electra_small

student_electra_small

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

YaHi/
student_electra_small