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my_awesome_mind_model – AI Model by PatrickSui | AlphaNeural AI
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PatrickSui
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my_awesome_mind_model
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transformers
tensorboard
safetensors
wav2vec2
audio-classification
generated_from_trainer
facebook/wav2vec2-large
finetune
apache-2.0
endpoints_compatible
us
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my_awesome_mind_model
This model is a fine-tuned version of
facebook/wav2vec2-large
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.6000
Accuracy: 0.75
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: 64
eval_batch_size: 64
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 10
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
1
0.7537
0.25
No log
2.0
3
0.6236
0.75
No log
3.0
5
0.5948
0.75
No log
4.0
6
0.5866
0.75
No log
5.0
7
0.5819
0.75
No log
6.0
9
0.5987
0.75
0.2651
6.67
10
0.6000
0.75
Framework versions
Transformers 4.36.2
Pytorch 1.13.0+cu117
Datasets 2.16.1
Tokenizers 0.15.0
