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small_4_g – AI Model by simran14 | AlphaNeural AI

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simran14/
small_4_g

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mozilla-foundation/common_voice_11_0

simran14/small_8_f

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simrank14 Whisper small 7G 4e

This model is a fine-tuned version of simran14/small_8_f on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:

eval_loss: 0.3934
eval_wer: 15.0836
eval_runtime: 1238.9157
eval_samples_per_second: 1.466
eval_steps_per_second: 0.183
epoch: 1.1331
step: 200

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: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
num_epochs: 4
mixed_precision_training: Native AMP

Framework versions

Transformers 4.45.0.dev0
Pytorch 2.4.0+cu121
Datasets 2.20.1.dev0
Tokenizers 0.19.1