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Kushtrim
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Model Details
Model Provider
Kushtrim
Model Tree
Qwen/Qwen3-ASR-0.6B
Input Modalities
Output Modalities
Supported Functionality
From the upstream model card, Qwen3-ASR provides:
qwen-asr toolkit.See the full upstream documentation here:
qwen-asr)Install:
bash
pip install -U qwen-asr
Load this model from a local folder (this directory) and transcribe:
python
import torchfrom qwen_asr import Qwen3ASRModelmodel = Qwen3ASRModel.from_pretrained("./",dtype=torch.bfloat16,device_map="cuda:0",max_inference_batch_size=32,max_new_tokens=256,)results = model.transcribe(audio="path/to/audio.wav",language="Albanian", # or None for auto language ID)print(results[0].language)print(results[0].text)
Extracted from saved transformers training artifacts in this folder:
2e-5adamw_torch_fusedlanguage Albanian<asr_text>... (see upstream docs); this fine-tune follows that convention.