whisper-medium-gguf
Ported from upstream commit abdf7c3, pinned 2026-04-25. Validated against the transformers reference at transcribe.cpp commit 0a26478 on 2026-09-13.
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Context
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daily snapshots · 55 days
▲ 22 K in the last 30 days (4.0%)
550 K512 K
Aug 22Sep 1Sep 11Sep 20
556 K443 K
Jul 28Aug 15Sep 2Sep 20
Can you run it?
Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.
| File | Quant | Size | Est. VRAM | Verdict on RTX 4090 · 24 GB |
|---|---|---|---|---|
| whisper-medium-Q4_K_M.gguf | Q4_K_M | 0.5 GB | 1.1 GB | ✅ Runs comfortably |
| whisper-medium-Q5_K_M.gguf | Q5_K_M | 0.6 GB | 1.1 GB | ✅ Runs comfortably |
| whisper-medium-Q6_K.gguf | Q6_K | 0.6 GB | 1.2 GB | ✅ Runs comfortably |
| whisper-medium-Q8_0.gguf | Q8_0 | 0.8 GB | 1.4 GB | ✅ Runs comfortably |
| whisper-medium-F32.gguf | GGUF | 3.1 GB | 3.9 GB | ✅ Runs comfortably |
Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.
Specifications
- Licence
- apache-2.0
- First seen on the Hub
- 2026-04-27
- Base model
- whisper-medium
- Training datasets
- undisclosed
- Added to our catalog
- 2026-07-28
Family
Base model and the most-downloaded derivatives in the catalog.
Compare with any automatic-speech-recognition model