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Nemotron 3.5 Transcribe overview: one speech LLM transcribes a recording in the style selected by the instruction

Picture published by the creator on Hugging Face.

NVIDIA-Nemotron-3.5-Transcribe-30B-A4B: Transcribe hour-long recordings (34B)

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Transcribe recordings up to an hour long in 40 languages, with speaker labels and timestamps, or translate speech.

For developers building speech-to-text tools.

Model details

Original model nvidia/NVIDIA-Nemotron-3.5-Transcribe-30B-A4B

Speech & sound

Input Audio Output Text

Ways to use it Browser demo · Run locally

Family context

Role in this family: Fine-tuned version.

nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16 (opens in a new tab)

What it does

You give it audio plus a text instruction, and optional context, and it writes a text response. A hybrid Mixture of Experts design (only some parts run for each step) uses about 4.3B of its 34B parameters, including the audio encoder. It handles transcription, translation, speaker-labelled transcripts, timestamps, language identification and questions about the audio.

How to use it

Load the weights from the Hugging Face page with NVIDIA's NeMo toolkit; the model card's quick start and prompt guide show the steps. Lower-precision FP8 and NVFP4 versions are also published. For transcription and translation, use temperature (randomness setting) 0 with reasoning off; for questions about audio, temperature 0.6 with reasoning on.

Common use cases

  • Upload a one-hour meeting recording and get a transcript showing which speaker said each line.
  • Give it a recorded interview with an instruction to translate the speech, and get the translated text back.
  • Upload a lecture recording, ask a question about what was said, and get a text answer.

Can I use this?

Needs a model runtime on your computer

Requirements The weights download from Hugging Face without an access request. Install NVIDIA's NeMo toolkit, then follow the model card's quick start; the inference setup section lists the prompts for each task.

Caveat Transcription covers 40 languages; check the model card's language support matrix to confirm your language before relying on it.

Worth knowing It works on recorded audio (offline), up to 1 hour long. Licensed under the OpenMDW License 1.1; the model card says it is ready for commercial or non-commercial use.

Why it's here

  • 3,105 people have liked it on Hugging Face.
  • It was downloaded 67,230 times in the last 30 days.

Numbers as of 8 November 2026, from BuildTube’s latest daily refresh.

Behind it

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BuildTube has not run or verified this project. Everything above is written from what the creator published.

Made this?

Quick questions

What is NVIDIA-Nemotron-3.5-Transcribe-30B-A4B?
You give it audio plus a text instruction, and optional context, and it writes a text response.
What can I use NVIDIA-Nemotron-3.5-Transcribe-30B-A4B for?
Upload a one-hour meeting recording and get a transcript showing which speaker said each line; Give it a recorded interview with an instruction to translate the speech, and get the translated text back; Upload a lecture recording, ask a question about what was said, and get a text answer
Can I run NVIDIA-Nemotron-3.5-Transcribe-30B-A4B on my computer?
It runs on your own hardware with a model runtime. The model card mentions Transformers, SGLang, vLLM; check its setup and hardware notes.
What do I need to use NVIDIA-Nemotron-3.5-Transcribe-30B-A4B?
One NVIDIA H100 GPU with 80 GB, per the model card's deployment line, and the NeMo software library.
What license does NVIDIA-Nemotron-3.5-Transcribe-30B-A4B use?
Licensed under the OpenMDW License 1.1; the model card says it is ready for commercial or non-commercial use.

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