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pashto-asr-v6 – AI Model by ihanif | AlphaNeural AI

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ihanif/
pashto-asr-v6

like

0

automatic-speech-recognition

generated_from_trainer

common_voice_19_0

ihanif/pashto-asr-v5

endpoints_compatible

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pashto-asr-v6

This model is a fine-tuned version of ihanif/pashto-asr-v5 on the common_voice_19_0 dataset. It achieves the following results on the evaluation set:

eval_loss: 0.5639
eval_wer: 30.1268
eval_runtime: 85.7746
eval_samples_per_second: 18.793
eval_steps_per_second: 2.355
epoch: 5.2185
step: 1000

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: 5e-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 3000
mixed_precision_training: Native AMP

Framework versions

Transformers 4.44.2
Pytorch 2.5.0+cu121
Datasets 3.1.0
Tokenizers 0.19.1