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whisper-large-pashto
ihanif/whisper-large-pashto
whisper-large-pashto is a automatic speech recognition model from ihanif. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Dec 14, 2022
- Updated
- Dec 14, 2022
- SHA
- f4830b01
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
Whisper Large Pashto
This model is a fine-tuned version of openai/whisper-large-v2 on the google/fleurs ps_af dataset. It achieves the following results on the evaluation set:
- Loss: 0.8623
- Wer: 54.0685
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-07
- 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: 50
- training_steps: 700
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 1.2281 | 16.59 | 100 | 1.0951 | 69.3118 |
| 0.7529 | 33.3 | 200 | 0.8693 | 57.5635 |
| 0.5372 | 49.89 | 300 | 0.8399 | 54.7350 |
| 0.4398 | 66.59 | 400 | 0.8623 | 54.0685 |
| 0.3244 | 83.3 | 500 | 0.9098 | 54.7505 |
| 0.238 | 99.89 | 600 | 0.9607 | 55.3782 |
| 0.2014 | 116.59 | 700 | 1.0077 | 55.9206 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.0+cu117
- Datasets 2.7.1.dev0
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Dec 14, 2022
- Updated
- Dec 14, 2022