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Update README.md

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@@ -125,10 +125,7 @@ The model is available for use in the NeMo toolkit [3], and can be used as a pre
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  ```python
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  import nemo.collections.asr as nemo_asr
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- from huggingface_hub import hf_hub_download
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-
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- path = hf_hub_download(repo_id="nvidia/stt_en_conformer_ctc_large",filename="stt_en_conformer_large.nemo")
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- asr_model = nemo_asr.models.EncDecCTCModelBPE.restore_from(path)
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  ```
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  ### Transcribing using Python
 
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  ```python
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  import nemo.collections.asr as nemo_asr
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+ asr_model = nemo_asr.models.EncDecCTCModelBPE.from_pretrained("nvidia/stt_en_conformer_ctc_large")
 
 
 
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  ```
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  ### Transcribing using Python