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suvelmuttreja/
cs4375a1_class_model

Name: cs4375a1_class_model
Availability: InStock

generated_from_trainer

distilbert/distilbert-base-uncased

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cs43574a1_class_model

This model is a fine-tuned version of distilbert-base-uncased on the UTD CS 4375 Hate Speech dataset. It achieves the following results on the evaluation set:

Loss: 0.3862
Accuracy: 0.8502

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: 42
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
No log	1.0	93	0.4576	0.7857
No log	2.0	186	0.3916	0.8400
No log	3.0	279	0.3862	0.8502

Framework versions

Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

suvelmuttreja/cs4375a1_class_model

cs43574a1_class_model

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

suvelmuttreja/
cs4375a1_class_model