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whisper-small-ru-v2-gguf
asmanovlev/whisper-small-ru-v2-gguf
whisper-small-ru-v2-gguf is a automatic speech recognition model from asmanovlev. Use it when you need speech turned into text. It is set up for gguf. The card lists the license as apache-2.0.
GGUF quantization of artyomboyko/whisper-small-ru-v2 — a fine-tuned Whisper small model for Russian speech recognition.
All-time downloads
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Repo size
483 MB
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Repo makeup
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.gguf483 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- gguf
- License
- apache-2.0
- Access
- Public
- Created
- Jun 30, 2026
- Updated
- Jun 30, 2026
- SHA
- 89a766c2
Base models
Model card
From the Hugging Face model README
whisper-small-ru-v2 GGUF (FP16)
GGUF quantization of artyomboyko/whisper-small-ru-v2 — a fine-tuned Whisper small model for Russian speech recognition.
Format
- Quantization: FP16 (no quality loss vs original F32)
- Size: 483 MB (50% of original 967 MB)
- Architecture: whisper-small (12 encoder layers, 12 decoder layers, 768 hidden dim)
- Sample rate: 16000 Hz (mono)
Usage with whisper.cpp
git clone https://github.com/ggerganov/whisper.cpp
cd whisper.cpp
wget https://huggingface.co/asmanovlev/whisper-small-ru-v2-gguf/resolve/main/whisper-small-ru-fp16.gguf
make
./main -m whisper-small-ru-fp16.gguf -f audio.wav -l ru
Performance
On Xiaomi 11T (Dimensity 1200, ARMv8.2+ with NEON FP16):
- Real-time transcription with whisper.cpp
- ~2x faster than F32 on Cortex-A78 cores
Credits
- Original model: artyomboyko/whisper-small-ru-v2
- GGUF conversion: whisper.cpp
- Task
- Automatic Speech Recognition
- Library
- gguf
- License
- apache-2.0
- Languages
- ru
- Created
- Jun 30, 2026
- Updated
- Jun 30, 2026