Gemma 4 12B QAT + MTP on llama.cpp Locally - Twice the Speed, Same Quality? @fahdmirza
Gemma 4 12B QAT + MTP on llama.cpp Locally - Twice the Speed, Same Quality? @fahdmirza
Uploaded June 2026 | Updated September 2026, 2 weeks ago
We stack Google's QAT quantization with llama.cpp's new MTP support to run Gemma 4 12B at double the speed locally.

🔥 Get 50% Discount on any A6000 or A5000 GPU rental, use following link and coupon:

bit.ly/fahd-mirza
Coupon code: FahdMirza

🔥 Buy Me a Coffee to support the channel: ko-fi.com/fahdmirza

#gemma4 #gemma12b #gemma412b #gemma4qat #gemma4mtp

PLEASE FOLLOW ME:
â–¶ LinkedIn: / fahdmirza
â–¶ YouTube: / @fahdmirza
â–¶ Blog: fahdmirza.com

RESOURCES:

â–¶ huggingface.co/google/gemma-4-12B-it-qat-q4_0-gguf
â–¶ huggingface.co/Janvitos/gemma-4-12B-it-qat-assistant-MTP-Q8_0-GGUF

All rights reserved © Fahd Mirza
Gemma 4 12B QAT + MTP on llama.cpp Locally - Twice the Speed, Same Quality?1-Bit Hy3, Ternary Bonsai, Colibri. Open-Source Local AI Isnt DyingNVIDIA Puzzle 75B: A 120B Model Squeezed onto ONE GPUQwen3.8-9B: Community Distillation of a Frontier Model: Run LocallyKimi K2.7 Code + Hermes Agent - Clinically Certified to Be InsaneMellum2: JetBrains New Coding Model - vLLM + MCP Tool Use LocallyLTX-2.5 in ComfyUI: Full Install, Every Fix, and First GenerationsMuse Spark 1.3: Going Open Weight Soon, Fully TestedNo GPU? No Problem. Learn to Use ComfyUI in the Cloud in Under 10 MinutesHermes Agent /learn — Teach Your AI Agent AnythingPonytail + OpenClaw + Ollama: 20K Tokens to 2K Tokens - Dont OverbuildQwythos-9B-v2: The Looping Bug Gone - FTPO Explained + Local Testing
Fahd Mirza |

Gemma 4 12B QAT + MTP on llama.cpp Locally - Twice the Speed, Same Quality?

SHARE TO X SHARE TO REDDIT SHARE TO FACEBOOK WALLPAPER