deep_fake_model_aug huggingface.co api & codewithRiz deep_fake_model_aug github AI Model

Introduction of deep_fake_model_aug

Model Details of deep_fake_model_aug

deep_fake_model_aug

This model is a fine-tuned version of facebook/wav2vec2-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1637
Accuracy: 0.95
F1-score: 0.9499
Recall-score: 0.95
Precision-score: 0.9508

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
gradient_accumulation_steps: 16
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1-score	Recall-score	Precision-score
0.5477	0.9956	140	0.4459	0.796	0.7950	0.796	0.8078
0.3685	1.9982	281	0.2871	0.908	0.9080	0.908	0.9081
0.2392	2.9938	421	0.1878	0.944	0.9439	0.944	0.9449
0.1566	3.9964	562	0.1637	0.95	0.9499	0.95	0.9508
0.1131	4.9778	700	0.1594	0.95	0.9499	0.95	0.9511

Framework versions

Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1

Runs of codewithRiz deep_fake_model_aug on huggingface.co

Total runs

24-hour runs

3-day runs

7-day runs

30-day runs

More Information About deep_fake_model_aug huggingface.co Model

More deep_fake_model_aug license Visit here:

https://choosealicense.com/licenses/apache-2.0

deep_fake_model_aug huggingface.co

deep_fake_model_aug huggingface.co is an AI model on huggingface.co that provides deep_fake_model_aug's model effect (), which can be used instantly with this codewithRiz deep_fake_model_aug model. huggingface.co supports a free trial of the deep_fake_model_aug model, and also provides paid use of the deep_fake_model_aug. Support call deep_fake_model_aug model through api, including Node.js, Python, http.

deep_fake_model_aug huggingface.co Url

https://huggingface.co/codewithRiz/deep_fake_model_aug

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codewithRiz deep_fake_model_aug online free url in huggingface.co:

https://huggingface.co/codewithRiz/deep_fake_model_aug

deep_fake_model_aug install

deep_fake_model_aug is an open source model from GitHub that offers a free installation service, and any user can find deep_fake_model_aug on GitHub to install. At the same time, huggingface.co provides the effect of deep_fake_model_aug install, users can directly use deep_fake_model_aug installed effect in huggingface.co for debugging and trial. It also supports api for free installation.