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Models for 12 GB VRAM

Models that fit 12 GB VRAM with room for context and batching. Sorted by Hugging Face downloads. Smallest GGUF file size shown per model.

ggml-org/gpt-oss-20b-GGUF
ggml-org · from 11.28 GB · 63,141 downloads
el4/SIQ-1-35B-OPAL-GGUF
el4 · from 10.03 GB · 14,999 downloads
el4/Qwopus3.6-35B-A3B-Coder-OPAL-GGUF
el4 · from 10.86 GB · 13,205 downloads
pearsonkyle/gemma-4-31b-it-imatrix-GGUF
pearsonkyle · from 10.17 GB · 12,447 downloads
realrebelai/Wan_Dancer_GGUFs
realrebelai · from 9.12 GB · 12,264 downloads
pearsonkyle/gemma-4-31B-it-awq-2bit-GGUF
pearsonkyle · from 10.17 GB · 12,187 downloads
el4/Darwin-36B-Opus-OPAL-GGUF
el4 · from 10.03 GB · 10,381 downloads
bytkim/Qwen3.6-27B-MTP-pi-reasoning-GGUF
bytkim · from 10.15 GB · 8,169 downloads
Bahushruth/Qwen3.6-35B-A3B-abliterated-v4-GGUF
Bahushruth · from 10.86 GB · 6,915 downloads
BeaverAI/Artemis-31B-v1k-GGUF
BeaverAI · from 11.10 GB · 6,404 downloads
comfyit/Wan22_Bernini_GGUF
comfyit · from 8.99 GB · 6,385 downloads
Jackrong/Qwopus-GLM-18B-Merged-GGUF
Jackrong · from 9.16 GB · 5,656 downloads
BeaverAI/Artemis-31B-v1j-GGUF
BeaverAI · from 11.10 GB · 3,880 downloads
AbteeXAILab/lumynax-reasoning-gpt-oss-20b-gguf
AbteeXAILab · from 11.28 GB · 3,360 downloads
TaQuants/Tema_Q-X4-Thinking-TaQuants-GGUF
TaQuants · from 10.30 GB · 3,268 downloads
pearsonkyle/tmax-27b-imatrix-MTP-GGUF
pearsonkyle · from 8.89 GB · 2,982 downloads
trjxter/Qwimi-3.6-27B-Coder-MTP-GGUF
trjxter · from 11.27 GB · 2,900 downloads
pearsonkyle/Qwopus3.6-27B-Coder-imatrix-MTP-GGUF
pearsonkyle · from 8.89 GB · 2,651 downloads
pearsonkyle/Qwopus3.6-27B-Coder-2bit-MTP-GGUF
pearsonkyle · from 8.89 GB · 2,558 downloads
DAXZEIT/GRM-2.6-Plus-0628-MTP-reasoning-i1-GGUF
DAXZEIT · from 10.14 GB · 2,507 downloads
AtomicChat/qwen3-coder-30b-a3b-GGUF
AtomicChat · from 10.49 GB · 2,383 downloads
bytkim/Qwen3.6-27B-MTP-pi-tune-GGUF
bytkim · from 10.15 GB · 2,165 downloads
ManniX-ITA/Qwen3.6-27B-Omnimerge-v4-MTP-GGUF
ManniX-ITA · from 9.54 GB · 2,136 downloads
AbteeXAILab/lumynax-moe-moonlight-16b-a3b-gguf
AbteeXAILab · from 8.14 GB · 2,051 downloads
SUPEROXIDES/HIVEMIND_PREVIEW_32B_-_GGUF
SUPEROXIDES · from 8.40 GB · 1,958 downloads
DavidAU/MN-DARKEST-UNIVERSE-29B-GGUF
DavidAU · from 10.25 GB · 1,946 downloads
DavidAU/MN-Oblivion-26B-UNCENSORED-NEO-Imatrix-GGUF
DavidAU · from 9.15 GB · 1,784 downloads
AtomicChat/qwen36-27b-GGUF
AtomicChat · from 9.98 GB · 1,371 downloads
mradermacher/atlas-trm10-gemma4-26b-GGUF
mradermacher · from 9.86 GB · 1,147 downloads
liodon-ai/Qwable-3.6-27b-imatrix-GGUF
liodon-ai · from 10.12 GB · 1,036 downloads
AbteeXAILab/lumynax-reasoning-deepseek-distill-text-gguf
AbteeXAILab · from 8.37 GB · 953 downloads
AlexAtomic/qwen3-coder-30b-a3b-GGUF
AlexAtomic · from 10.49 GB · 935 downloads
AlexAtomic/qwen36-27b-GGUF
AlexAtomic · from 9.98 GB · 897 downloads
ccharnkij/Phi-4-Uncensored-GGUF
ccharnkij · from 8.44 GB · 891 downloads
mradermacher/Mistral-Small-24B-Instruct-Jbliterated-GGUF
mradermacher · from 8.28 GB · 877 downloads
ilintar/Ornith-1.0-35B-GGUF
ilintar · from 11.82 GB · 848 downloads
Lucebox/DeepSeek-V4-Flash-DSpark-draft-GGUF
Lucebox · from 10.53 GB · 779 downloads
mradermacher/Aurora-Code-1-GGUF
mradermacher · from 10.49 GB · 752 downloads
AbteeXAILab/lumynax-infused-phi-4-text-gguf
AbteeXAILab · from 8.44 GB · 704 downloads
majentik/gpt-oss-20b-RotorQuant-GGUF-IQ4_XS
majentik · from 11.40 GB · 692 downloads
kairusama/Qwen3.6-27B-Omnimerge-v4-MTP-IQ3_XXS-GGUF
kairusama · from 10.64 GB · 688 downloads
Iloqt/Versi-StyleTune-31B-GGUF
Iloqt · from 11.53 GB · 687 downloads
deucebucket/Qwen3.6-27B-Cerebellum-GGUF
deucebucket · from 11.98 GB · 650 downloads
vinpix/Ternary-Bonsai-27B-Stock-MTP-GGUF
vinpix · from 8.18 GB · 641 downloads
ManniX-ITA/gemma-4-31b-he1-it-GGUF
ManniX-ITA · from 8.08 GB · 604 downloads
FINAL-Bench/POCKET-26B-GGUF
FINAL-Bench · from 10.36 GB · 534 downloads
AbteeXAILab/lumynax-infused-qwen3-14b-gguf
AbteeXAILab · from 8.38 GB · 533 downloads
mradermacher/Gemma-4-31B-storymaxxed2-GGUF
mradermacher · from 11.10 GB · 495 downloads
AtomicChat/Qwen2.5-14B-Instruct-GGUF
AtomicChat · from 8.37 GB · 474 downloads
majentik/gemma-4-26B-A4B-it-RotorQuant-GGUF-Q2_K
majentik · from 9.86 GB · 435 downloads
mradermacher/Gemma-4-31B-storymaxxed-GGUF
mradermacher · from 11.10 GB · 395 downloads
TracNetwork/mayhem-catalog-deepseek-r1-distill-qwen-14b-GGUF
TracNetwork · from 8.37 GB · 376 downloads
mradermacher/Paimon-24B-v1-GGUF
mradermacher · from 8.28 GB · 344 downloads
ressl/gemma-4-31B-it-uncensored-GGUF
ressl · from 11.10 GB · 343 downloads
ManniX-ITA/Qwen3.5-27B-Omnimerge-GGUF
ManniX-ITA · from 10.42 GB · 335 downloads
HackerTwins/NVIDIA-Nemotron-Labs-3-Elastic-12B-A2B-GGUF
HackerTwins · from 8.07 GB · 330 downloads
cafepm/GLM-4.7-Flash-REAP-23B-A3B-Q3Q4-GGUF
cafepm · from 10.34 GB · 308 downloads
AliceThirty/G4-Alice-v1.2-31B-gguf
AliceThirty · from 11.10 GB · 300 downloads
YanissAmz/DeepSeek-V4-Flash-DSpark-draft-GGUF
YanissAmz · from 10.15 GB · 300 downloads
FINAL-Bench/Darwin-35B-A3B-Opus-Q8-GGUF
FINAL-Bench · from 10.01 GB · 286 downloads
mradermacher/Paimon-24B-v2-GGUF
mradermacher · from 8.28 GB · 280 downloads
majentik/gpt-oss-20b-RotorQuant-GGUF-Q2_K
majentik · from 11.24 GB · 279 downloads
majentik/gemma-4-31B-it-RotorQuant-GGUF-Q2_K
majentik · from 11.10 GB · 271 downloads
mradermacher/Kwai-AutoSQL-32B-GGUF
mradermacher · from 11.50 GB · 260 downloads
rosgar/specialist-qwen3.5-4b-lng-stc-027-001-gguf-f16
rosgar · from 8.07 GB · 260 downloads
123Ginger321/Gemma4-5B-unfiltered-GGUF
123Ginger321 · from 8.67 GB · 252 downloads
mradermacher/Ektome-Qwen3-30B-A3B-PristinelyUncensored-GGUF
mradermacher · from 10.49 GB · 249 downloads
majentik/gemma-4-31B-RotorQuant-GGUF-Q2_K
majentik · from 11.10 GB · 248 downloads
mrutkows/granite-4.1-30b-GGUF
mrutkows · from 11.92 GB · 237 downloads
MainStack/marvy-1-14B-GGUF
MainStack · from 8.37 GB · 236 downloads
mradermacher/SciJudge-30B-GGUF
mradermacher · from 10.49 GB · 235 downloads
majentik/gemma-4-26B-A4B-RotorQuant-GGUF-Q2_K
majentik · from 9.86 GB · 225 downloads
deucebucket/Qwen3.6-27B-Cerebellum-Q2K-GGUF
deucebucket · from 9.98 GB · 221 downloads
ManniX-ITA/Qwen3.5-27B-Omnimerge-v2-GGUF
ManniX-ITA · from 11.24 GB · 218 downloads
Koshkasa/TheDrummer_Skyfall-31B-v4.2_IQ3_KT-GGUF
Koshkasa · from 11.79 GB · 193 downloads
cmy2019/q8-gguf
cmy2019 · from 9.11 GB · 191 downloads
Foxy6770/boonie-v3-3-14b-gguf
Foxy6770 · from 11.29 GB · 190 downloads
RJTPP/scot0500s-qwen3-14b-gguf
RJTPP · from 8.38 GB · 173 downloads
Blackfrost-AI/Qwythos-9B-V2-EMERGED-GGUF
Blackfrost-AI · from 8.87 GB · 166 downloads
mradermacher/Trinity-Mini-GGUF
mradermacher · from 9.01 GB · 163 downloads
smarttasks/Mistral-Small-3.2-24B-Instruct-GGUF
smarttasks · from 10.69 GB · 153 downloads
Phil2Sat/Heimdallr-v0.02-31B-HB16-i1.gguf
Phil2Sat · from 8.88 GB · 137 downloads
mradermacher/Trinity-Mini-Base-GGUF
mradermacher · from 9.01 GB · 129 downloads
majentik/gemma-4-12B-it-TurboQuant-GGUF-Q8_0
majentik · from 11.80 GB · 125 downloads
mradermacher/ARI-32B-GGUF
mradermacher · from 11.50 GB · 125 downloads
gdfhhjk/spectrida-re-gguf
gdfhhjk · from 8.11 GB · 124 downloads
majentik/gemma-4-12B-RotorQuant-GGUF-Q8_0
majentik · from 11.80 GB · 122 downloads
NeuR0mancR/Pale-Sonneteer-24B-GGUF
NeuR0mancR · from 9.92 GB · 122 downloads
majentik/gemma-4-12B-TurboQuant-GGUF-Q8_0
majentik · from 11.80 GB · 121 downloads
majentik/gemma-4-12B-it-RotorQuant-GGUF-Q8_0
majentik · from 11.80 GB · 114 downloads
tooltd/Qwen3.6-27B-AutoRound-GGUF-NoMTP
tooltd · from 11.24 GB · 108 downloads
phani246/fast-formula-merged-GGUF
phani246 · from 8.87 GB · 106 downloads
DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-23.5B-GGUF
DavidAU · from 8.29 GB · 104 downloads
jesse-r-s-hines/nvidia-Llama-3.1-Nemotron-Nano-4B-v1.1-FP16-GGUF
jesse-r-s-hines · from 8.41 GB · 104 downloads
ToastyPigeon/Gemma-4-Test-GGUFs
ToastyPigeon · from 11.80 GB · 103 downloads

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