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xoyeop/
electra-base-discriminator-DIALOCONAN-WIKI-CLS

Name: electra-base-discriminator-DIALOCONAN-WIKI-CLS
Availability: InStock

tensorboard

safetensors

electra

generated_from_trainer

google/electra-base-discriminator

finetune

apache-2.0

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electra-base-discriminator-DIALOCONAN-WIKI-CLS

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

Loss: 0.3857
Precision: 0.7092
Recall: 0.7122
F1: 0.7105
Accuracy: 0.9463

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.385	1.0	2500	0.4128	0.6909	0.6936	0.6910	0.9204
0.2798	2.0	5000	0.4055	0.6934	0.6951	0.6934	0.9234
0.2032	3.0	7500	0.3651	0.7042	0.7064	0.7052	0.9392
0.1438	4.0	10000	0.4059	0.7055	0.7089	0.7069	0.9416
0.0829	5.0	12500	0.3857	0.7092	0.7122	0.7105	0.9463

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1

xoyeop/electra-base-discriminator-DIALOCONAN-WIKI-CLS

electra-base-discriminator-DIALOCONAN-WIKI-CLS

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

xoyeop/
electra-base-discriminator-DIALOCONAN-WIKI-CLS