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nb-asr-north-sami-parakeet-e20-lr1p25e-3-g4

North Sami ASR model (NeMo .nemo).

• Source run: olivia_parakeet_v6_full_v5_lr1p25e-3_e20_gh200x4-apptainer_441952
• Best val WER checkpoint observed: 0.1972
• Epochs: 20
• Learning rate: 1.25e-3
• GPUs: 4x GH200

Model was repacked so model_config.yaml contains name: nb-asr-north-sami-parakeet-e20-lr1p25e-3-g4.

Portable parakeet.cpp executable

nb-asr-north-sami-parakeet-e20-lr1p25e-3-g4-q5_k.parakeet is a self-contained CPU executable containing the Q5_K GGUF model and parakeet.cpp, packaged with Cosmopolitan Libc. It targets x86-64 and ARM64 and is intended to run across Linux, macOS, Windows, and BSD without a Python or NeMo installation.

On Linux and macOS:

chmod +x nb-asr-north-sami-parakeet-e20-lr1p25e-3-g4-q5_k.parakeet
./nb-asr-north-sami-parakeet-e20-lr1p25e-3-g4-q5_k.parakeet \
 --input audio.wav \
 --threads 8

If zsh on macOS reports exec format error, invoke it through the system shell:

sh -c './nb-asr-north-sami-parakeet-e20-lr1p25e-3-g4-q5_k.parakeet --input audio.wav --threads 8'

On Apple Silicon, the first launch compiles Cosmopolitan's embedded APE loader and therefore requires the Xcode Command Line Tools. Install them with:

xcode-select --install

Optional word timestamps:

./nb-asr-north-sami-parakeet-e20-lr1p25e-3-g4-q5_k.parakeet \
 --input audio.wav \
 --timestamps

The embedded model uses Q5_K quantization. Artifact SHA-256:

dc395d2c07d359c6ebe82fdbfb31407c9f6ba28c0fa465d09024140f346b948c

Base model

nvidia/parakeet-tdt-0.6b-v3

(54)

Beta testing resources in the NB-ASR project • 8 items • Updated 12 days ago • 3

20 items • Updated 11 days ago