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digit-mask-false-positive-cv12-wavlm-base-plus-ft – AI Model by mazkooleg | AlphaNeural AI
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mazkooleg
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digit-mask-false-positive-cv12-wavlm-base-plus-ft
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transformers
safetensors
wavlm
audio-classification
generated_from_trainer
mazkooleg/digit-mask-false-positive-cv12-raw
microsoft/wavlm-base-plus
finetune
endpoints_compatible
us
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wavlm-base-plus-digit-mask-false-positive-cv12-ft
This model is a fine-tuned version of
microsoft/wavlm-base-plus
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0075
Accuracy: 0.9991
F1: 0.9991
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: 1e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
0.0081
1.0000
14264
0.0075
0.9991
0.9991
0.0066
2.0000
28528
0.0142
0.9975
0.9975
Framework versions
Transformers 4.42.3
Pytorch 2.1.2
Datasets 2.20.0
Tokenizers 0.19.1
