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community-events – AI Model by showgan | AlphaNeural AI
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showgan
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community-events
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transformers
safetensors
whisper
automatic-speech-recognition
whisper-event
generated_from_trainer
hi
mozilla-foundation/common_voice_11_0
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
us
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Model card
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Whisper Small Hi - Sanchit Gandhi
This model is a fine-tuned version of
openai/whisper-small
on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
Loss: 0.5714
Wer: 18.0638
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: 8
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 5000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.0067
9.78
1000
0.4138
18.9383
0.0008
19.56
2000
0.4948
18.4736
0.0001
29.34
3000
0.5353
18.0730
0.0001
39.12
4000
0.5624
18.0570
0.0
48.9
5000
0.5714
18.0638
Framework versions
Transformers 4.40.0.dev0
Pytorch 2.2.2+cu121
Datasets 2.18.1.dev0
Tokenizers 0.15.2
