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azni-uz
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Model Details
Model Provider
azni-uz
Model Tree
Qwen/Qwen3-ASR-1.7B
Input Modalities
Output Modalities
Supported Functionality
python
import torchfrom qwen_asr import Qwen3ASRModelmodel = Qwen3ASRModel.from_pretrained("Gearnode/qwen3-asr-uzbek",device_map="cuda:0",dtype=torch.bfloat16,attn_implementation="flash_attention_2",max_new_tokens=448,forced_aligner="Qwen/Qwen3-ForcedAligner-0.6B",forced_aligner_kwargs=dict(dtype=torch.bfloat16, device_map="cuda:0"),)results = model.transcribe(audio=[(audio_array, 16000)],language=["Uzbek"],return_time_stamps=True,)print(results[0].text)
| Model | Uzbek Quality | Notes |
|---|---|---|
| This model | Best | Some repetition handled by post-processing |
| Meta MMS (mms-1b-all) | Passable | Use lang code uzb-script_latin |
| Whisper large-v3 | Poor | Hallucination loops on Uzbek |
| Base Qwen3-ASR | Poor | Mixed languages |
Apache 2.0 (same as base model)