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.. _featured-community-checkpoints:
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Featured Community Checkpoints
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==============================
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Community fine-tunes built on NVIDIA NeMo ASR checkpoints and published on Hugging Face.
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For NVIDIA-published checkpoints, see :doc:`./asr_checkpoints` and the `NVIDIA Hugging Face organization <https://huggingface.co/nvidia>`__.
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.. note::
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Community checkpoints are maintained by their authors, not by the NeMo team.
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Use each model's Hugging Face model card and the framework project linked below for up-to-date setup and inference instructions.
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.. list-table::
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:header-rows: 1
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:widths: 28 52 20
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* - Checkpoint
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- What's special
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- Framework
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* - `akera/parakeet-tdt-salt <https://huggingface.co/akera/parakeet-tdt-salt>`__
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- SALT multilingual ASR for 10 East African languages. Hybrid TDT+CTC FastConformer (600M), fine-tuned from `parakeet-tdt-0.6b-v3 <https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3>`__.
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- NeMo
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* - `johannhartmann/parakeet_de_med <https://huggingface.co/johannhartmann/parakeet_de_med>`__
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- German medical documentation ASR (PEFT). WER 11.73% → 3.28% on a 122-sample medical eval set.
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- NeMo
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* - `qenneth/parakeet-tdt-0.6b-v3-finetuned-for-ATC <https://huggingface.co/qenneth/parakeet-tdt-0.6b-v3-finetuned-for-ATC>`__
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- ATC English ASR on `jacktol/ATC-ASR-Dataset <https://huggingface.co/datasets/jacktol/ATC-ASR-Dataset>`__. Test WER 5.99%.
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- NeMo
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* - `KasuleTrevor/parakeet-0.6b-cv-sw-5hr_v9 <https://huggingface.co/KasuleTrevor/parakeet-0.6b-cv-sw-5hr_v9>`__
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- Swahili ASR fine-tune on ~5 hours of Common Voice data.
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- NeMo
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* - `NeurologyAI/neuro-parakeet-mlx <https://huggingface.co/NeurologyAI/neuro-parakeet-mlx>`__
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- German medical/neurology ASR for Apple Silicon. WER 1.04% on the author's medical validation set.
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- MLX
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* - `cstr/parakeet-tdt-0.6b-v3-GGUF <https://huggingface.co/cstr/parakeet-tdt-0.6b-v3-GGUF>`__
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- Quantised Parakeet TDT (Q4_K ~467 MB). 25 EU languages, word-level timestamps.
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- GGUF (`CrispASR <https://github.com/CrispStrobe/CrispASR>`__)
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* - `cstr/canary-1b-v2-GGUF <https://huggingface.co/cstr/canary-1b-v2-GGUF>`__
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- Quantised Canary 1B (Q4_K ~673 MB). Multilingual ASR and speech translation.
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- GGUF (`CrispASR <https://github.com/CrispStrobe/CrispASR>`__)
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.. _submit-a-community-checkpoint:
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Submit a Community Checkpoint
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-----------------------------
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To suggest a checkpoint for this page, open a `GitHub issue <https://github.com/NVIDIA-NeMo/NeMo/issues/new>`__ with the Hugging Face model link, NeMo base checkpoint, task, languages, evaluation results, and inference framework.
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