What Can I Run AI?

Builds

Cheapest 12 GB build: used RTX 3060

The lowest-cost way into 12 GB of VRAM in our data: runs 8B models comfortably and 12B to 14B at Q4.

Total
$1,778
Usable memory
12.0 GB
Qwen3-8B Q4
Fits
Est. tok/s
43–62
PSU needed
550 W
$ per tok/s
$34

Parts

PartItemPriceBuy
GPUUsed RTX 3060 12GB (Gigabyte Eagle OC, "Like New")$390used listingAmazon
CPUAMD Ryzen 5 9600X$219Newegg price (sold by Newegg)Amazon
MotherboardASUS TUF GAMING B650E-PLUS WIFI$150Newegg price (sold by Newegg)Amazon
RAMCorsair Vengeance 32GB (2x16) DDR5-6000 C36$644Corsair store priceAmazon
Power supplyCorsair RM750e$100Corsair store priceAmazon
CaseCorsair FRAME 4000D RS$85Corsair store priceAmazon
StorageSamsung 990 1TB NVMe$190Newegg price (sold by Newegg)Amazon
Total$1,778

We may earn a commission when you buy through these links, at no extra cost to you. Prices are dated snapshots (2026-10-23 for parts; GPUs at list price unless marked used). Used prices come from one dated listing each.

Will Qwen3-8B run?

ModelQ4_K_MQ8_0FP16Est. tok/s (Q4)
Qwen3-8B6.7 GB at Q4FitsTightWon’t fit43–62

Tok/s = memory bandwidth ÷ model weight size × a 60–85% efficiency band, calibrated on llama.cpp scoreboards. Mixture-of-experts models show only an upper bound ("up to"). How we estimate speed.

Power math

(GPU 170×1 W + CPU 65 W + 150 W rest of system) × 1.3 = 501 W → 550 W PSU

Running cost at full load: about 385 W, so $0.07/hour at an example $0.18/kWh (enter your own rate in the planner). Decode rarely holds the GPUs at full board power, so treat this as a ceiling.

Fit checks

All models on this build

ModelQ4_K_MQ8_0FP16Est. tok/s (Q4)
Kimi-K3.1-Pro1939.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kimi-K31939.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3.8-2.4T-A95B1706.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
LongCat-2.51241.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
LongCat-2.01238.9 GB at Q4Won’t fitWon’t fitWon’t fit—
DeepSeek-V4-Pro-08131151.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V4-Pro1115.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kimi-K2.5716.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kimi-K2.6716.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kimi-K2.7-Code716.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kimi-K2-Thinking716.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kimi-K2-Instruct-0905716.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kimi-K2-Instruct716.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiMo-V2.6-Pro-RL715.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiMo-V2.6-Pro-MOPD715.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiMo-V2.5-Pro714.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ring-2.5-1T706.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-2.5-1T706.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-1T698.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ring-1T698.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Inkling665.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Intern-S1-Pro640.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Muse-Spark-Open-816B-A42B574.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Hy4-preview544.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GLM-5526.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GLM-5.1526.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GLM-5.3526.2 GB at Q4Won’t fitWon’t fitWon’t fit—
GLM-5.2526.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GLM-5.3-BF16526.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
K-EXAONE-2.0-750B-A37B523.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V3.2-Exp478.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V3.2-Speciale478.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V3.2478.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V3-0324478.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-R1-0528478.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V3.1-Base478.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-R1478.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-R1-Zero478.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Step-5-Preview422.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-3.1-flash399.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-3.1-flash-1019399.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
LongCat-Flash-Chat392.7 GB at Q4Won’t fitWon’t fitWon’t fit—
LongCat-Flash-Thinking392.7 GB at Q4Won’t fitWon’t fitWon’t fit—
LongCat-Flash-Thinking-2601392.7 GB at Q4Won’t fitWon’t fitWon’t fit—
NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16391.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Beam-1.0-501B-A23B350.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-Coder-480B-A35B-Instruct335.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiniMax-M1-40k319.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiniMax-M1-80k319.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiniMax-M3298.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
ERNIE-4.5-VL-424B-A47B-PT296.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Intern-S2-397B282.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3.5-397B-A17B282.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Llama-4-Maverick-17B-128E-Instruct281.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Trinity-Large-Thinking278.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Trinity-Large-Preview278.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Trinity-Large-TrueBase278.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Trinity-Large-Base278.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Nex-N2.5-Pro277.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Nex-N2-Pro277.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
NorthCUA-Pro277.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GLM-4.5250.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GLM-4.7250.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GLM-4.6249.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GLM-5.3-Flash225.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Motif-3220.5 GB at Q4Won’t fitWon’t fitWon’t fit—
MiMo-V2.5217.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiMo-V2.6-Flash-RL217.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiMo-V2.6-Flash-MOPD217.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiMo-V2-Flash217.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V4-Flash-Vision-Exp213.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V4-Flash-0731213.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
ERNIE-4.5-300B-A47B-PT210.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Hy3209.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Hy3-preview209.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-plus205.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V4-Flash203.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MemT-1.0-Flash201.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
ERNIE-5.5-Flash-Base200.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Inkling-Small186.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Llama-3_1-Nemotron-Ultra-253B-v1177.7 GB at Q4Won’t fitWon’t fitWon’t fit—
Solar-Open2-250B175.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Intern-S1168.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
K-EXAONE-236B-A23B166.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V2.5165.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-Coder-V2-Instruct165.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V2.5-1210165.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-V2-Chat-0628165.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-Coder-V2-Instruct-0724165.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-VL-235B-A22B-Instruct165.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-235B-A22B164.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-235B-A22B-Instruct-2507164.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-235B-A22B-Thinking-2507164.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiniMax-M2160.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiniMax-M2.5160.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiniMax-M2.7160.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiniMax-M2.1160.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
command-a-plus-05-2026-bf16153.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Step-3.7-Flash141.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Step-3.5-Flash140.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Step-3.5-Flash-Base-Midtrain138.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3.8-Flash-Next126.5 GB at Q4Won’t fitWon’t fitWon’t fit—
Mixtral-8x22B-Instruct-v0.199.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-3.0-flash-Sante89.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-3.0-flash89.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-3.0-flash-Fin89.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ornith-1.5-122B88.2 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen3.5-122B-A10B88.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Devstral-2-123B-Instruct-251288.2 GB at Q4Won’t fitWon’t fitWon’t fit—
Ling-3.0-flash-VL88.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
NVIDIA-Nemotron-3-Super-120B-A12B-BF1687.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Mistral-Small-4-119B-260384.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Youtu-LLM-A7B-Base83.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Laguna-S-2.183.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
gpt-oss-120b82.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
c4ai-command-a-03-202578.4 GB at Q4Won’t fitWon’t fitWon’t fit—
GLM-4.5-Air78.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Llama-4-Scout-17B-16E-Instruct76.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Llama-4-Scout-17B-16E76.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GLM-4.5V76.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GLM-4.6V76.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-2.6-flash75.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
sarvam-105b74.9 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-flash-2.072.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
LLaDA2.1-flash72.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ring-flash-2.072.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
LLaDA2.2-flash72.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Solar-Open-100B72.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-Next-80B-A3B-Instruct57.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-Next-80B-A3B-Thinking57.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
AliceAI-Foundation-80B-A3B-Base57.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Hunyuan-A13B-Instruct57.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-Coder-Next56.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kolibri-155.5 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen2.5-VL-72B-Instruct52.2 GB at Q4Won’t fitWon’t fitWon’t fit—
UI-TARS-72B-DPO52.2 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen2.5-72B-Instruct51.7 GB at Q4Won’t fitWon’t fitWon’t fit—
Apertus-70B-Instruct-250950.2 GB at Q4Won’t fitWon’t fitWon’t fit—
Apertus-70B-250950.2 GB at Q4Won’t fitWon’t fitWon’t fit—
Llama-3.3-70B-Instruct50.2 GB at Q4Won’t fitWon’t fitWon’t fit—
DeepSeek-R1-Distill-Llama-70B50.2 GB at Q4Won’t fitWon’t fitWon’t fit—
Llama-3.1-70B50.2 GB at Q4Won’t fitWon’t fitWon’t fit—
Hermes-2-Theta-Llama-3-70B50.2 GB at Q4Won’t fitWon’t fitWon’t fit—
Meta-Llama-3.1-70B-Instruct50.2 GB at Q4Won’t fitWon’t fitWon’t fit—
LongCat-Flash-Lite49.2 GB at Q4Won’t fitWon’t fitWon’t fit—
AI21-Jamba2-Mini37.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Llama-3_1-Nemotron-51B-Instruct36.9 GB at Q4Won’t fitWon’t fitWon’t fit—
Llama-3_3-Nemotron-Super-49B-v1_535.8 GB at Q4Won’t fitWon’t fitWon’t fit—
Llama-3_3-Nemotron-Super-49B-v135.8 GB at Q4Won’t fitWon’t fitWon’t fit—
Phi-3.5-MoE-instruct30.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
GRIN-MoE30.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
ALIA-40b29.2 GB at Q4Won’t fitWon’t fitWon’t fit—
IQuest-Coder-V1-40B-Loop-Instruct28.7 GB at Q4Won’t fitWon’t fitWon’t fit—
IQuest-Coder-V1-40B-Instruct28.7 GB at Q4Won’t fitWon’t fitWon’t fit—
Recursive Flint28.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
K2-Horizon-MoVA-36B-A4B27.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Seed-OSS-36B-Instruct26.2 GB at Q4Won’t fitWon’t fitWon’t fit—
Seed-OSS-36B-Base-woSyn26.2 GB at Q4Won’t fitWon’t fitWon’t fit—
Intern-S2-Preview26.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ornith-1.5-35B-A3B26.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Sage-A1.526.1 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen3.6-35B-A3B26.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3.5-35B-A3B26.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Apex-35B-V1.026.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MiniCPM-V-4.7-35B-A3B25.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
MemT-1.0-Nano25.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Agents-A125.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Nex-N2.5-mini25.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Nex-N2-mini25.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Axion-1.0-35B25.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
NorthCUA-Mini25.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Clover-35B-A3B-Preview25.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen-AgentWorld-35B-A3B25.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
KAT-Coder-V2.5-Dev25.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
EXAONE-4.5-33B24.9 GB at Q4Won’t fitWon’t fitWon’t fit—
Falcon-H1-34B-Instruct24.5 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen2.5-VL-32B-Instruct24.3 GB at Q4Won’t fitWon’t fitWon’t fit—
Laguna-XS.224.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-VL-32B-Instruct24.3 GB at Q4Won’t fitWon’t fitWon’t fit—
HyperCLOVAX-SEED-Think-32B24.2 GB at Q4Won’t fitWon’t fitWon’t fit—
FlexOlmo-7x7B-1T24.2 GB at Q4Won’t fitWon’t fitWon’t fit—
GLM-Z1-Rumination-32B-041424.1 GB at Q4Won’t fitWon’t fitWon’t fit—
Nanbeige4.3-33B24.1 GB at Q4Won’t fitWon’t fitWon’t fit—
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1624.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen2.5-Coder-32B-Instruct23.8 GB at Q4Won’t fitWon’t fitWon’t fit—
DeepSeek-R1-Distill-Qwen-32B23.8 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen2.5-32B-Instruct23.8 GB at Q4Won’t fitWon’t fitWon’t fit—
QwQ-32B23.8 GB at Q4Won’t fitWon’t fitWon’t fit—
QwQ-32B-Preview23.8 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen2.5-32B23.8 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen2.5-Coder-32B23.8 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen3-32B23.8 GB at Q4Won’t fitWon’t fitWon’t fit—
GLM-Z1-32B-041423.7 GB at Q4Won’t fitWon’t fitWon’t fit—
GLM-4-32B-041423.7 GB at Q4Won’t fitWon’t fitWon’t fit—
OLMo-2-0325-32B-Instruct23.5 GB at Q4Won’t fitWon’t fitWon’t fit—
OLMo-2-0325-32B23.5 GB at Q4Won’t fitWon’t fitWon’t fit—
Olmo-3-32B-Think23.5 GB at Q4Won’t fitWon’t fitWon’t fit—
Olmo-3-1125-32B23.5 GB at Q4Won’t fitWon’t fitWon’t fit—
Olmo-3.1-32B-Instruct23.5 GB at Q4Won’t fitWon’t fitWon’t fit—
Olmo-3.1-32B-Think23.5 GB at Q4Won’t fitWon’t fitWon’t fit—
Olmo-3.1-32B-Instruct-DPO23.5 GB at Q4Won’t fitWon’t fitWon’t fit—
granite-4.0-h-small23.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
sarvam-30b23.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
EXAONE-4.0-32B23.3 GB at Q4Won’t fitWon’t fitWon’t fit—
EXAONE-4.0.1-32B23.3 GB at Q4Won’t fitWon’t fitWon’t fit—
EXAONE-3.5-32B-Instruct23.3 GB at Q4Won’t fitWon’t fitWon’t fit—
EXAONE-Deep-32B23.3 GB at Q4Won’t fitWon’t fitWon’t fit—
NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF1623.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
NVIDIA-Nemotron-3-Nano-30B-A3B-BF1623.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Nemotron-Cascade-2-30B-A3B23.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Gemma 4 31B22.8 GB at Q4Won’t fitWon’t fitWon’t fit—
gemma-4-31B22.8 GB at Q4Won’t fitWon’t fitWon’t fit—
GLM-4.7-Flash22.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Xing4.0-29B-A4B22.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Xing4.0-29B-Intent22.8 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-VL-30B-A3B-Instruct22.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-VL-30B-A3B-Thinking22.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
UI-Venus-1.5-30B-A3B22.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
kanana-2-30b-a3b-instruct-260122.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
kanana-2-30b-a3b-instruct22.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
kanana-2-30b-a3b-thinking-260122.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-30B-A3B22.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-Coder-30B-A3B-Instruct22.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-30B-A3B-Instruct-250722.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3-30B-A3B-Thinking-250722.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Tongyi-DeepResearch-30B-A3B22.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Rubicon-Preview22.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
North-Mini-Code-1.022.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Hy-Memory-30B-A3B22.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Hy-MT2-30B-A3B22.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
granite-switch-4.1-30b21.9 GB at Q4Won’t fitWon’t fitWon’t fit—
Muse-Glimmer-30B21.8 GB at Q4Won’t fitWon’t fitWon’t fit—
ERNIE-4.5-VL-28B-A3B-Thinking21.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
ERNIE-4.5-VL-28B-A3B-PT21.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
granite-4.2-30b21.4 GB at Q4Won’t fitWon’t fitWon’t fit—
granite-4.1-30b21.1 GB at Q4Won’t fitWon’t fitWon’t fit—
Raon-1 mini preview21.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Qwen3.8-27B20.4 GB at Q4Won’t fitWon’t fitWon’t fit—
Tess-4.5-27B20.4 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen3.6-27B20.4 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen3.5-27B20.4 GB at Q4Won’t fitWon’t fitWon’t fit—
gemma-3-27b-it20.1 GB at Q4Won’t fitWon’t fitWon’t fit—
Arete-27B20.1 GB at Q4Won’t fitWon’t fitWon’t fit—
gemma-2-27b-it20.0 GB at Q4Won’t fitWon’t fitWon’t fit—
gemma-2-27b20.0 GB at Q4Won’t fitWon’t fitWon’t fit—
Qwen3.8-27B-Longbook27-v219.9 GB at Q4Won’t fitWon’t fitWon’t fit—
medgemma-27b-text-it19.8 GB at Q4Won’t fitWon’t fitWon’t fit—
Hemmingway-1.519.8 GB at Q4Won’t fitWon’t fitWon’t fit—
Trinity-Mini19.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
diffusiongemma-26B-A4B-it19.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Gemma 4 26B A4B19.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
gemma-4-26B-A4B19.0 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Voxtral-Small-24B-250717.9 GB at Q4Won’t fitWon’t fitWon’t fit—
Mistral-Small-3.2-24B-Instruct-250617.7 GB at Q4Won’t fitWon’t fitWon’t fit—
Mistral-Small-3.1-24B-Instruct-250317.7 GB at Q4Won’t fitWon’t fitWon’t fit—
LFM2.5-24B-A2B17.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
LFM2-24B-A2B17.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Mistral-Small-24B-Instruct-250117.4 GB at Q4Won’t fitWon’t fitWon’t fit—
EuroLLM-22B-Instruct-251216.8 GB at Q4Won’t fitWon’t fitWon’t fit—
EuroLLM-22B-251216.8 GB at Q4Won’t fitWon’t fitWon’t fit—
solar-pro-preview-instruct16.4 GB at Q4Won’t fitWon’t fitWon’t fit—
ERNIE-4.5-21B-A3B-PT16.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
ERNIE-4.5-21B-A3B-Thinking16.2 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
gpt-oss-20b15.6 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
reka-flash-315.6 GB at Q4Won’t fitWon’t fitWon’t fit—
maple-preview15.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
internlm2_5-20b-chat14.8 GB at Q4Won’t fitWon’t fitWon’t fit—
Groot-19B-A3B-26102314.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-Coder-lite12.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ring-lite-distill-preview12.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-lite12.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-lite-1.5-250712.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-lite-1.512.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ring-lite12.7 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ring-mini-linear-2.012.5 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kimi-VL-A3B-Instruct12.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kimi-VL-A3B-Thinking12.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Kimi-VL-A3B-Thinking-250612.4 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
LLaDA2.1-mini12.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
LLaDA2.0-mini12.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ling-mini-2.012.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Ring-mini-2.012.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
LLaDA2.2-mini12.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
LLaDA2.0-mini-preview12.3 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Moonlight-16B-A3B-Instruct12.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Moonlight-16B-A3B12.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
Instella-MoE-16B-A3B-Think12.1 GB at Q4 · MoEWon’t fitWon’t fitWon’t fit—
DeepSeek-Coder-V2-Lite-Instruct12.0 GB at Q4 · MoETightWon’t fitWon’t fitup to 210
kanana-1.5-15.7b-a3b-instruct11.9 GB at Q4 · MoETightWon’t fitWon’t fitup to 168
Phi-4-reasoning-vision-15B11.5 GB at Q4TightWon’t fitWon’t fit24–33
Apriel-Nemotron-15b-Thinker11.4 GB at Q4TightWon’t fitWon’t fit24–34
Apriel-1.5-15b-Thinker11.4 GB at Q4TightWon’t fitWon’t fit24–34
Apriel-1.6-15b-Thinker11.4 GB at Q4TightWon’t fitWon’t fit24–34
Carbon-X (DNA)11.3 GB at Q4TightWon’t fitWon’t fit24–34
Qwen2.5-Coder-14B-Instruct11.3 GB at Q4TightWon’t fitWon’t fit24–34
DeepSeek-R1-Distill-Qwen-14B11.3 GB at Q4TightWon’t fitWon’t fit24–34
Qwen2.5-14B-Instruct11.3 GB at Q4TightWon’t fitWon’t fit24–34
Qwen2.5-14B11.3 GB at Q4TightWon’t fitWon’t fit24–34
Qwen2.5-14B-Instruct-1M11.3 GB at Q4TightWon’t fitWon’t fit24–34
Qwen2.5-Coder-14B11.3 GB at Q4TightWon’t fitWon’t fit24–34
Qwen3-14B11.3 GB at Q4TightWon’t fitWon’t fit24–34
JanusCoder-14B11.3 GB at Q4TightWon’t fitWon’t fit24–34
HyperCLOVAX-SEED-Think-14B11.3 GB at Q4TightWon’t fitWon’t fit24–34
phi-411.2 GB at Q4TightWon’t fitWon’t fit24–34
Phi-4-reasoning11.2 GB at Q4TightWon’t fitWon’t fit24–34
Phi-4-reasoning-plus11.2 GB at Q4TightWon’t fitWon’t fit24–34
OLMo-2-1124-13B-Instruct10.6 GB at Q4FitsWon’t fitWon’t fit26–37
Mistral-Nemo-Instruct-24079.5 GB at Q4FitsWon’t fitWon’t fit29–41
gemma-3-12b-it9.5 GB at Q4FitsWon’t fitWon’t fit29–41
gemma-3-12b-pt9.5 GB at Q4FitsWon’t fitWon’t fit29–41
Mellum2.1-12B-A2.5B-Thinking9.5 GB at Q4 · MoEFitsWon’t fitWon’t fitup to 202
Mellum2-12B-A2.5B-Thinking9.5 GB at Q4 · MoEFitsWon’t fitWon’t fitup to 202
Mellum2-12B-A2.5B-Instruct9.5 GB at Q4 · MoEFitsWon’t fitWon’t fitup to 202
Mellum2-12B-A2.5B-Thinking-SFT9.5 GB at Q4 · MoEFitsWon’t fitWon’t fitup to 202
Mellum2.1-12B-A2.5B-Thinking-MTP9.5 GB at Q4 · MoEFitsWon’t fitWon’t fitup to 202
Gemma 4 12B9.3 GB at Q4FitsWon’t fitWon’t fit30–42
HyperCLOVAX-SEED-Omni-8B8.5 GB at Q4FitsWon’t fitWon’t fit33–47
Llama-3.2-11B-Vision-Instruct8.4 GB at Q4FitsWon’t fitWon’t fit33–47
Llama-3.2-11B-Vision8.4 GB at Q4FitsWon’t fitWon’t fit33–47
Falcon3-10B-Instruct8.2 GB at Q4FitsWon’t fitWon’t fit35–49
GLM-4.1V-9B-Thinking8.2 GB at Q4FitsWon’t fitWon’t fit35–49
GLM-4.6V-Flash8.2 GB at Q4FitsWon’t fitWon’t fit35–49
GLM-4.1V-9B-Base8.2 GB at Q4FitsWon’t fitWon’t fit35–49
Glyph8.2 GB at Q4FitsWon’t fitWon’t fit35–49
INTELLECT-1-Instruct8.1 GB at Q4FitsWon’t fitWon’t fit35–49
INTELLECT-18.1 GB at Q4FitsWon’t fitWon’t fit35–49
ZAYA1-VL-8B7.8 GB at Q4FitsWon’t fitWon’t fit37–52
SenseNova-Loop-9B-Preview7.7 GB at Q4FitsWon’t fitWon’t fit37–52
Ornith-1.5-9B7.7 GB at Q4FitsWon’t fitWon’t fit37–52
Qwen3.5-9B7.7 GB at Q4FitsWon’t fitWon’t fit37–52
MiniCPM-SALA7.6 GB at Q4FitsWon’t fitWon’t fit38–53
NorthCUA-Nano7.6 GB at Q4FitsWon’t fitWon’t fit38–54
GLM-4-9B-04147.6 GB at Q4FitsWon’t fitWon’t fit38–54
GLM-Z1-9B-04147.6 GB at Q4FitsWon’t fitWon’t fit38–54
codegeex4-all-9b7.6 GB at Q4FitsWon’t fitWon’t fit38–54
glm-4-9b-chat-hf7.6 GB at Q4FitsWon’t fitWon’t fit38–54
moondream3-preview7.5 GB at Q4FitsWon’t fitWon’t fit38–54
gemma-2-9b-it7.4 GB at Q4FitsWon’t fitWon’t fit39–55
gemma-2-9b7.4 GB at Q4FitsWon’t fitWon’t fit39–55
Gemma-SEA-LION-v3-9B-IT7.4 GB at Q4FitsWon’t fitWon’t fit39–55
EuroLLM-9B-Instruct-25127.4 GB at Q4FitsWon’t fitWon’t fit39–55
NVIDIA-Nemotron-Nano-9B-v27.2 GB at Q4FitsTightWon’t fit40–57
ZAYA1-base7.2 GB at Q4FitsTightWon’t fit40–57
Yi-Coder-9B-Chat7.2 GB at Q4FitsTightWon’t fit40–57
Yi-Coder-9B7.2 GB at Q4FitsTightWon’t fit40–57
internlm3-8b-instruct7.1 GB at Q4FitsTightWon’t fit40–57
granite-4.1-8b7.1 GB at Q4FitsTightWon’t fit41–57
granite-4.2-8b7.1 GB at Q4FitsTightWon’t fit41–57
granite-switch-4.1-8b7.1 GB at Q4FitsTightWon’t fit41–58
Qwen3-VL-8B-Instruct7.1 GB at Q4FitsTightWon’t fit41–58
Qwen3-VL-8B-Thinking7.1 GB at Q4FitsTightWon’t fit41–58
UI-Venus-1.5-8B7.1 GB at Q4FitsTightWon’t fit41–58
Llama-3.1-Nemotron-Nano-VL-8B-V17.1 GB at Q4FitsTightWon’t fit41–58
MiniCPM-V-4_57.1 GB at Q4FitsTightWon’t fit41–58
aya-vision-8b7.0 GB at Q4FitsTightWon’t fit41–58
Intern-S1-mini7.0 GB at Q4FitsTightWon’t fit42–59
Nemotron-Labs-Diffusion-8B-Base6.9 GB at Q4FitsTightWon’t fit42–59
LFM2.5-8B-A1B6.9 GB at Q4 · MoEFitsTightWon’t fitup to 505
Mistral-NeMo-Minitron-8B-Base6.9 GB at Q4FitsTightWon’t fit42–60
LFM2-8B-A1B6.8 GB at Q4 · MoEFitsTightWon’t fitup to 505
rnj-1-instruct6.8 GB at Q4FitsTightWon’t fit43–61
MiMo-VL-7B-RL-25086.8 GB at Q4FitsTightWon’t fit43–61
MiMo-VL-7B-RL6.8 GB at Q4FitsTightWon’t fit43–61
MiMo-Embodied-7B6.8 GB at Q4FitsTightWon’t fit43–61
MiMo-VL-7B-SFT6.8 GB at Q4FitsTightWon’t fit43–61
Qwen2.5-VL-7B-Instruct6.8 GB at Q4FitsTightWon’t fit43–61
UI-TARS-1.5-7B6.8 GB at Q4FitsTightWon’t fit43–61
Fara-7B6.8 GB at Q4FitsTightWon’t fit43–61
UI-Venus-Ground-7B6.8 GB at Q4FitsTightWon’t fit43–61
Qwen2-VL-7B-Instruct6.8 GB at Q4FitsTightWon’t fit43–61
UI-TARS-7B-DPO6.8 GB at Q4FitsTightWon’t fit43–61
UI-TARS-7B-SFT6.8 GB at Q4FitsTightWon’t fit43–61
Seed-Coder-8B-Instruct6.8 GB at Q4FitsTightWon’t fit43–61
Seed-Coder-8B-Reasoning6.8 GB at Q4FitsTightWon’t fit43–61
Stable-DiffCoder-8B-Instruct6.8 GB at Q4FitsTightWon’t fit43–61
Qwen3-8B6.7 GB at Q4FitsTightWon’t fit43–62
DeepSeek-R1-0528-Qwen3-8B6.7 GB at Q4FitsTightWon’t fit43–62
Qwen3-8B-Base6.7 GB at Q4FitsTightWon’t fit43–62
WeDLM-8B-Instruct6.7 GB at Q4FitsTightWon’t fit43–62
PaCoRe-8B6.7 GB at Q4FitsTightWon’t fit43–62
MiniCPM4-8B6.7 GB at Q4FitsTightWon’t fit44–62
MiniCPM4.1-8B6.7 GB at Q4FitsTightWon’t fit44–62
AgentCPM-Report6.7 GB at Q4FitsTightWon’t fit44–62
MiniCPM4-MCP6.7 GB at Q4FitsTightWon’t fit44–62
granite-3.3-8b-instruct6.7 GB at Q4FitsTightWon’t fit44–62
granite-3.1-8b-instruct6.7 GB at Q4FitsTightWon’t fit44–62
granite-3.2-8b-instruct6.7 GB at Q4FitsTightWon’t fit44–62
granite-3.0-8b-instruct6.7 GB at Q4FitsTightWon’t fit44–62
Apertus-8B-Instruct-25096.6 GB at Q4FitsTightWon’t fit44–63
Apertus-8B-25096.6 GB at Q4FitsTightWon’t fit44–63
Llama-3.1-Tulu-3-8B6.6 GB at Q4FitsTightWon’t fit44–63
Llama-3.1-Tulu-3-8B-DPO6.6 GB at Q4FitsTightWon’t fit44–63
Llama-3.1-Tulu-3.1-8B6.6 GB at Q4FitsTightWon’t fit44–63
kanana-1.5-8b-instruct-25056.6 GB at Q4FitsTightWon’t fit44–63
Llama-3.1-8B-Instruct6.6 GB at Q4FitsTightWon’t fit44–63
Llama-3.1-8B6.6 GB at Q4FitsTightWon’t fit44–63
DeepSeek-R1-Distill-Llama-8B6.6 GB at Q4FitsTightWon’t fit44–63
Meta-Llama-3.1-8B-Instruct6.6 GB at Q4FitsTightWon’t fit44–63
L3-8B-Stheno-v3.26.6 GB at Q4FitsTightWon’t fit44–63
Llama-3.1-Nemotron-Nano-8B-v16.6 GB at Q4FitsTightWon’t fit44–63
Meta-Llama-3.1-8B6.6 GB at Q4FitsTightWon’t fit44–63
LongWriter-llama3.1-8b6.6 GB at Q4FitsTightWon’t fit44–63
Hy-MT2-7B6.6 GB at Q4FitsTightWon’t fit44–63
Nemotron 3.5 Bolt E4B6.6 GB at Q4FitsFitsWon’t fit45–63
Gemma 4 E4B6.6 GB at Q4FitsFitsWon’t fit45–63
Ling-3.0-tiny6.5 GB at Q4 · MoEFitsFitsWon’t fitup to 388
MiMo-7B-RL6.5 GB at Q4FitsFitsWon’t fit45–64
MiMo-7B-Base6.5 GB at Q4FitsFitsWon’t fit45–64
MiMo-7B-RL-05306.5 GB at Q4FitsFitsWon’t fit45–64
MiMo-7B-SFT6.5 GB at Q4FitsFitsWon’t fit45–64
EXAONE-3.5-7.8B-Instruct6.5 GB at Q4FitsFitsWon’t fit46–65
EXAONE-Deep-7.8B6.5 GB at Q4FitsFitsWon’t fit46–65
salamandra-7b-instruct6.4 GB at Q4FitsFitsWon’t fit46–65
salamandra-7b6.4 GB at Q4FitsFitsWon’t fit46–65
salamandra-7b-instruct-26066.4 GB at Q4FitsFitsWon’t fit46–65
FastVLM-7B6.4 GB at Q4FitsFitsWon’t fit46–65
Molmo2-O-7B6.4 GB at Q4FitsFitsWon’t fit46–65
internlm2_5-7b-chat6.4 GB at Q4FitsFitsWon’t fit46–65
internlm2_5-7b-chat-1m6.4 GB at Q4FitsFitsWon’t fit46–65
Phi-mini-MoE-instruct6.3 GB at Q4 · MoEFitsFitsWon’t fitup to 210
Qwen2.5-Coder-7B-Instruct6.3 GB at Q4FitsFitsWon’t fit47–66
DeepSeek-R1-Distill-Qwen-7B6.3 GB at Q4FitsFitsWon’t fit47–66
Qwen2.5-7B-Instruct6.3 GB at Q4FitsFitsWon’t fit47–66
Qwen2.5-7B6.3 GB at Q4FitsFitsWon’t fit47–66
Qwen2-7B-Instruct6.3 GB at Q4FitsFitsWon’t fit47–66
Qwen2.5-Coder-7B6.3 GB at Q4FitsFitsWon’t fit47–66
Qwen2-7B6.3 GB at Q4FitsFitsWon’t fit47–66
Qwen2.5-7B-Instruct-1M6.3 GB at Q4FitsFitsWon’t fit47–66
Qwen2.5-Math-7B6.3 GB at Q4FitsFitsWon’t fit47–66
Qwen2.5-Math-7B-Instruct6.3 GB at Q4FitsFitsWon’t fit47–66
Marco-o16.3 GB at Q4FitsFitsWon’t fit47–66
SeaLLMs-v3-7B-Chat6.3 GB at Q4FitsFitsWon’t fit47–66
Arcee-Spark6.3 GB at Q4FitsFitsWon’t fit47–66
Falcon-H1-7B-Instruct6.3 GB at Q4FitsFitsWon’t fit47–67
Falcon-H1R-7B6.3 GB at Q4FitsFitsWon’t fit47–67
starvector-8b-im2svg6.2 GB at Q4FitsFitsWon’t fit47–67
Falcon3-7B-Instruct6.2 GB at Q4FitsFitsWon’t fit48–68
Olmo-Hybrid-7B6.2 GB at Q4FitsFitsWon’t fit48–68
LLaDA-MoE-7B-A1B-Base6.1 GB at Q4 · MoEFitsFitsWon’t fitup to 505
Zamba2-7B-Instruct6.1 GB at Q4FitsFitsWon’t fit48–69
OLMo-2-1124-7B-Instruct6.1 GB at Q4FitsFitsWon’t fit49–69
Olmo-3-7B-Think6.1 GB at Q4FitsFitsWon’t fit49–69
Olmo-3-7B-Instruct6.1 GB at Q4FitsFitsWon’t fit49–69
Olmo-3-1025-7B6.1 GB at Q4FitsFitsWon’t fit49–69
Olmo-3-7B-Instruct-SFT6.1 GB at Q4FitsFitsWon’t fit49–69
Olmo-3-7B-Think-SFT6.1 GB at Q4FitsFitsWon’t fit49–69
Olmo-3-7B-Instruct-DPO6.1 GB at Q4FitsFitsWon’t fit49–69
Olmo-3-7B-RL-Zero-Math6.1 GB at Q4FitsFitsWon’t fit49–69
Olmo-3.1-7B-RL-Zero-Math6.1 GB at Q4FitsFitsWon’t fit49–69
Olmo-3-7B-Think-DPO6.1 GB at Q4FitsFitsWon’t fit49–69
Mistral-7B-Instruct-v0.36.1 GB at Q4FitsFitsWon’t fit49–70
granite-4.0-h-tiny5.8 GB at Q4 · MoEFitsFitsWon’t fitup to 505
OLMoE-1B-7B-0924-Instruct5.8 GB at Q4 · MoEFitsFitsWon’t fitup to 388
OLMoE-1B-7B-09245.8 GB at Q4 · MoEFitsFitsWon’t fitup to 388
OLMoE-1B-7B-0125-Instruct5.8 GB at Q4 · MoEFitsFitsWon’t fitup to 388
OLMoE-1B-7B-01255.8 GB at Q4 · MoEFitsFitsWon’t fitup to 388
OLMo-7B-0724-hf5.8 GB at Q4FitsFitsWon’t fit52–73
granite-4.0-tiny-preview5.7 GB at Q4 · MoEFitsFitsWon’t fitup to 505
YuE-s1-7B-anneal-en-cot5.3 GB at Q4FitsFitsWon’t fit57–81
Trinity-Nano-Preview5.3 GB at Q4 · MoEFitsFitsWon’t fitup to 505
Trinity-Nano-Base5.3 GB at Q4 · MoEFitsFitsWon’t fitup to 505
gemma-3n-E2B-it4.8 GB at Q4FitsFitsWon’t fit66–93
Youtu-VL-4B-Instruct4.7 GB at Q4FitsFitsWon’t fit67–95
Gemma 4 E2B4.6 GB at Q4FitsFitsWon’t fit70–99
Molmo2-ER4.4 GB at Q4FitsFitsWon’t fit73–104
Apriel-5B-Instruct4.4 GB at Q4FitsFitsWon’t fit74–104
WeVisOne-VL-4B4.4 GB at Q4FitsFitsWon’t fit74–104
Mage-VL4.3 GB at Q4FitsFitsTight75–106
Mage-VL-Cowork4.3 GB at Q4FitsFitsTight75–106
Qwen3.5-4B4.2 GB at Q4FitsFitsTight76–108
S5-nano4.2 GB at Q4FitsFitsTight76–108
AFM-4.5B4.2 GB at Q4FitsFitsTight77–109
Llama-3.1-Minitron-4B-Width-Base4.1 GB at Q4FitsFitsTight79–112
Qwen3-VL-4B-Instruct4.1 GB at Q4FitsFitsTight80–114
CapRL-Qwen3VL-4B4.1 GB at Q4FitsFitsTight80–114
glm-edge-4b-chat4.0 GB at Q4FitsFitsTight82–117
gemma-3-4b-it4.0 GB at Q4FitsFitsTight83–117
medgemma-4b-it4.0 GB at Q4FitsFitsTight83–117
medgemma-1.5-4b-it4.0 GB at Q4FitsFitsTight83–117
gemma-3-4b-pt4.0 GB at Q4FitsFitsTight83–117
Nanbeige4.2-3B3.9 GB at Q4FitsFitsFits85–121
Phi-3.5-vision-instruct3.9 GB at Q4FitsFitsFits86–122
Spark-X2.6-4B3.9 GB at Q4FitsFitsFits87–123
Spark-X2.5-4B3.9 GB at Q4FitsFitsFits87–123
POINTS-Reader3.9 GB at Q4FitsFitsFits87–123
MiniCPM-V-43.8 GB at Q4FitsFitsFits88–124
Qwen3-4B3.8 GB at Q4FitsFitsFits89–125
Qwen3-4B-Instruct-25073.8 GB at Q4FitsFitsFits89–125
Qwen3-4B-Thinking-25073.8 GB at Q4FitsFitsFits89–125
Mellum-4b-base3.8 GB at Q4FitsFitsFits89–126
granite-4.0-3b-vision3.8 GB at Q4FitsFitsFits89–126
granite-vision-4.1-4b3.8 GB at Q4FitsFitsFits89–126
Nemotron Labs Dory 1.0 4B3.8 GB at Q4FitsFitsFits90–127
NVIDIA-Nemotron-3-Nano-4B-BF163.8 GB at Q4FitsFitsFits90–127
Nanbeige4.1-3B3.7 GB at Q4FitsFitsFits91–128
Nanbeige4-3B-Thinking-25113.7 GB at Q4FitsFitsFits91–128
Phi-4-mini-flash-reasoning3.7 GB at Q4FitsFitsFits92–131
Phi-4-mini-instruct3.7 GB at Q4FitsFitsFits93–132
Phi-4-mini-reasoning3.7 GB at Q4FitsFitsFits93–132
Nemotron-Labs-Diffusion-3B3.7 GB at Q4FitsFitsFits93–132
Phi-3.5-mini-instruct3.7 GB at Q4FitsFitsFits93–132
MediPhi-Instruct3.7 GB at Q4FitsFitsFits93–132
MediPhi3.7 GB at Q4FitsFitsFits93–132
MediPhi-Clinical3.7 GB at Q4FitsFitsFits93–132
MediPhi-PubMed3.7 GB at Q4FitsFitsFits93–132
HY-Embodied-0.53.6 GB at Q4FitsFitsFits94–133
Phi-tiny-MoE-instruct3.6 GB at Q4 · MoEFitsFitsFitsup to 459
CapRL-3B3.6 GB at Q4FitsFitsFits95–134
HyperCLOVAX-SEED-Vision-Instruct-3B3.6 GB at Q4FitsFitsFits96–136
kanana-1.5-v-3b-instruct3.6 GB at Q4FitsFitsFits97–138
granite-4.2-3b3.6 GB at Q4FitsFitsFits97–138
kanana-2-3b-instruct3.4 GB at Q4FitsFitsFits102–144
granite-4.1-3b3.4 GB at Q4FitsFitsFits105–148
granite-4.0-micro3.4 GB at Q4FitsFitsFits105–148
granite-3.1-3b-a800m-instruct3.3 GB at Q4 · MoEFitsFitsFitsup to 631
Falcon3-3B-Instruct3.3 GB at Q4FitsFitsFits110–156
Llama-3.2-3B-Instruct3.2 GB at Q4FitsFitsFits111–157
Llama-3.2-3B3.2 GB at Q4FitsFitsFits111–157
Hermes-3-Llama-3.2-3B3.2 GB at Q4FitsFitsFits111–157
DeepHermes-3-Llama-3-3B-Preview3.2 GB at Q4FitsFitsFits111–157
AI21-Jamba-Reasoning-3B3.2 GB at Q4FitsFitsFits111–158
granite-4.0-h-micro3.2 GB at Q4FitsFitsFits112–158
Falcon-H1-3B-Instruct3.2 GB at Q4FitsFitsFits113–160
d1-3B3.2 GB at Q4FitsFitsFits114–162
LFM2.5-VL-3B3.2 GB at Q4FitsFitsFits114–162
Qwen2.5-3B-Instruct3.2 GB at Q4FitsFitsFits115–164
Qwen2.5-Coder-3B-Instruct3.2 GB at Q4FitsFitsFits115–164
Qwen2.5-3B3.2 GB at Q4FitsFitsFits115–164
Qwen2.5-Coder-3B3.2 GB at Q4FitsFitsFits115–164
SmolLM3-3B3.1 GB at Q4FitsFitsFits116–164
AI21-Jamba2-3B3.1 GB at Q4FitsFitsFits118–167
granite-swash-3b-a600m3.1 GB at Q4 · MoEFitsFitsFitsup to 844
granite-vision-3.2-2b3.1 GB at Q4FitsFitsFits120–170
granite-vision-3.1-2b-preview3.1 GB at Q4FitsFitsFits120–170
granite-vision-3.3-2b-chart2csv-preview3.1 GB at Q4FitsFitsFits120–170
LFM2.5-2.6B2.9 GB at Q4FitsFitsFits132–187
Zamba2-2.7B2.9 GB at Q4FitsFitsFits134–190
Zamba2-2.7B-instruct2.9 GB at Q4FitsFitsFits134–190
granite-3.0-2b-instruct2.8 GB at Q4FitsFitsFits135–192
gemma-2-2b-it2.8 GB at Q4FitsFitsFits136–193
gemma-2-2b2.8 GB at Q4FitsFitsFits136–193
EuroMoE-2.6B-A0.6B-Instruct-Preview2.8 GB at Q4 · MoEFitsFitsFitsup to 841
Motif-2.6B2.8 GB at Q4FitsFitsFits137–194
LFM2-2.6B2.8 GB at Q4FitsFitsFits139–196
LFM2-2.6B-Exp2.8 GB at Q4FitsFitsFits139–196
LFM2-2.6B-Transcript2.8 GB at Q4FitsFitsFits139–196
granite-3.3-2b-instruct2.8 GB at Q4FitsFitsFits141–199
granite-3.1-2b-instruct2.8 GB at Q4FitsFitsFits141–199
granite-3.2-2b-instruct2.8 GB at Q4FitsFitsFits141–199
MiniCPM5-2B2.8 GB at Q4FitsFitsFits142–201
MiniCPM5-2B-SFT2.8 GB at Q4FitsFitsFits142–201
MiniCPM5-2B-Midtrain2.8 GB at Q4FitsFitsFits142–201
sarvam-1-v0.52.7 GB at Q4FitsFitsFits142–201
North-Micro-Vision-Instruct2.7 GB at Q4FitsFitsFits143–203
UI-TARS-2B-SFT2.7 GB at Q4FitsFitsFits146–207
WeVisOne-VL-2B2.7 GB at Q4FitsFitsFits146–207
UI-Venus-1.5-2B2.7 GB at Q4FitsFitsFits146–207
bitnet-b1.58-2B-4T-bf162.7 GB at Q4FitsFitsFits148–209
EXAONE-3.5-2.4B-Instruct2.7 GB at Q4FitsFitsFits148–210
EXAONE-Deep-2.4B2.7 GB at Q4FitsFitsFits148–210
kanana-1.5-2.1b-instruct-25052.6 GB at Q4FitsFitsFits154–218
Qwen3.5-2B2.6 GB at Q4FitsFitsFits157–222
salamandra-2b2.6 GB at Q4FitsFitsFits158–224
salamandra-2b-instruct2.6 GB at Q4FitsFitsFits158–224
SmolVLM2-2.2B-Instruct2.6 GB at Q4FitsFitsFits159–225
SmolVLM-Base2.6 GB at Q4FitsFitsFits159–225
Qwen2-VL-2B-Instruct2.5 GB at Q4FitsFitsFits161–228
LFM3-Omni-2B2.5 GB at Q4FitsFitsFits164–233
granite-swash-2b2.5 GB at Q4FitsFitsFits166–235
Qwen3-VL-2B-Instruct2.5 GB at Q4FitsFitsFits167–237
kanana-nano-2.1b-instruct2.5 GB at Q4FitsFitsFits171–242
Hy-MT2-1.8B2.4 GB at Q4FitsFitsFits175–248
Qwen3-1.7B2.4 GB at Q4FitsFitsFits175–248
Youtu-LLM-2B2.4 GB at Q4FitsFitsFits182–257
LFM3-VL-2B2.3 GB at Q4FitsFitsFits186–263
d1-2B2.3 GB at Q4FitsFitsFits186–263
FastVLM-1.5B2.3 GB at Q4FitsFitsFits187–264
internlm2_5-1_8b-chat2.3 GB at Q4FitsFitsFits189–267
DeepSeek-R1-Distill-Qwen-1.5B2.2 GB at Q4FitsFitsFits200–284
LFM3-1.7B2.2 GB at Q4FitsFitsFits206–292
Qwen3-1.7B-Base2.2 GB at Q4FitsFitsFits207–293
SmolLM2-1.7B2.2 GB at Q4FitsFitsFits208–295
SmolLM-1.7B2.2 GB at Q4FitsFitsFits208–295
Spark-X2.6-1.7B2.2 GB at Q4FitsFitsFits209–296
Falcon3-1B-Instruct2.2 GB at Q4FitsFitsFits213–302
EuroLLM-1.7B-Instruct2.2 GB at Q4FitsFitsFits215–305
granite-4.0-1b2.1 GB at Q4FitsFitsFits218–309
LFM2.5-VL-1.6B2.1 GB at Q4FitsFitsFits223–316
glm-edge-1.5b-chat2.1 GB at Q4FitsFitsFits224–317
LFM2-VL-1.6B2.1 GB at Q4FitsFitsFits225–318
Falcon-H1-1.5B-Deep-Instruct2.1 GB at Q4FitsFitsFits229–325
Falcon-H1-1.5B-Instruct2.1 GB at Q4FitsFitsFits229–325
MiniCPM-V-4.7-1B2.1 GB at Q4FitsFitsFits229–325
Qwen2.5-1.5B-Instruct2.1 GB at Q4FitsFitsFits231–327
Qwen2.5-1.5B2.1 GB at Q4FitsFitsFits231–327
Qwen2.5-Coder-1.5B-Instruct2.1 GB at Q4FitsFitsFits231–327
Qwen2.5-Coder-1.5B2.1 GB at Q4FitsFitsFits231–327
Qwen2.5-Math-1.5B2.1 GB at Q4FitsFitsFits231–327
Qwen2-1.5B-Instruct2.1 GB at Q4FitsFitsFits231–327
Qwen2.5-Math-1.5B-Instruct2.1 GB at Q4FitsFitsFits231–327
ReaderLM-v22.1 GB at Q4FitsFitsFits231–327
reader-lm-1.5b2.1 GB at Q4FitsFitsFits231–327
Hymba-1.5B-Instruct2.1 GB at Q4FitsFitsFits234–331
OLMo-2-0425-1B2.0 GB at Q4FitsFitsFits240–340
OLMo-2-0425-1B-Instruct2.0 GB at Q4FitsFitsFits240–340
Yi-Coder-1.5B-Chat2.0 GB at Q4FitsFitsFits241–342
Bolmo-1B2.0 GB at Q4FitsFitsFits243–344
granite-4.0-h-1b2.0 GB at Q4FitsFitsFits244–345
granite-3.1-1b-a400m-instruct1.9 GB at Q4 · MoEFitsFitsFitsup to 1262
granite-3.0-1b-a400m-instruct1.9 GB at Q4 · MoEFitsFitsFitsup to 1262
MiniCPM-V-4.61.9 GB at Q4FitsFitsFits274–388
MiniCPM-V-4.6-Thinking1.9 GB at Q4FitsFitsFits274–388
kanana-2-1.3b-instruct1.9 GB at Q4FitsFitsFits276–391
OLMo-1B-0724-hf1.9 GB at Q4FitsFitsFits278–394
EXAONE-4.0-1.2B1.9 GB at Q4FitsFitsFits278–395
Llama-3.2-1B-Instruct1.9 GB at Q4FitsFitsFits288–408
Llama-3.2-1B1.9 GB at Q4FitsFitsFits288–408
Llama-3.2-1B1.9 GB at Q4FitsFitsFits288–408
Zamba2-1.2B-instruct1.8 GB at Q4FitsFitsFits293–415
HRM-Text-1B1.8 GB at Q4FitsFitsFits301–427
AMD-OLMo-1B1.8 GB at Q4FitsFitsFits303–429
LFM2.5-1.2B-Instruct1.8 GB at Q4FitsFitsFits304–431
LFM2-1.2B1.8 GB at Q4FitsFitsFits304–431
LFM2.5-1.2B-Thinking1.8 GB at Q4FitsFitsFits304–431
LFM2.5-1.2B-JP-2026061.8 GB at Q4FitsFitsFits304–431
MiniCPM5-1B1.8 GB at Q4FitsFitsFits330–467
MiniCPM5-1B-SFT1.8 GB at Q4FitsFitsFits330–467
gemma-3-1b-it1.7 GB at Q4FitsFitsFits356–505
gemma-3-1b-pt1.7 GB at Q4FitsFitsFits356–505
Qwen3.5-0.8B1.6 GB at Q4FitsFitsFits408–578
Falcon-E-3B-Instruct1.6 GB at Q4FitsFitsFits412–584
bitnet-b1.58-2B-4T1.6 GB at Q4FitsFitsFits419–594
FastVLM-0.5B1.5 GB at Q4FitsFitsFits470–665
Qwen3-0.6B1.5 GB at Q4FitsFitsFits474–672
LFM2-700M1.5 GB at Q4FitsFitsFits480–680
Falcon-H1-Tiny-R-0.6B1.4 GB at Q4FitsFitsFits573–811
Qwen3-0.6B-Base1.4 GB at Q4FitsFitsFits598–847
d1-omni-600M1.4 GB at Q4FitsFitsFits607–860
HyperCLOVAX-SEED-Text-Instruct-0.5B1.4 GB at Q4FitsFitsFits629–891
Falcon-H1-0.5B-Instruct1.4 GB at Q4FitsFitsFits683–968
Qwen2.5-0.5B-Instruct1.3 GB at Q4FitsFitsFits721–1022
Qwen2.5-0.5B1.3 GB at Q4FitsFitsFits721–1022
Qwen2-0.5B-Instruct1.3 GB at Q4FitsFitsFits721–1022
Qwen2.5-Coder-0.5B-Instruct1.3 GB at Q4FitsFitsFits721–1022
LFM2-VL-450M1.3 GB at Q4FitsFitsFits790–1120
LFM2.5-VL-450M1.3 GB at Q4FitsFitsFits794–1125
Apertus-v1.1-0.5B1.3 GB at Q4FitsFitsFits813–1151
MiniCPM4-0.5B1.3 GB at Q4FitsFitsFits821–1163
circuit-sparsity1.3 GB at Q4FitsFitsFits850–1204
SmolLM2-360M1.3 GB at Q4FitsFitsFits985–1395
SmolLM-360M1.3 GB at Q4FitsFitsFits985–1395
ERNIE-4.5-0.3B-PT1.3 GB at Q4FitsFitsFits988–1399
LFM2.5-350M1.2 GB at Q4FitsFitsFits1005–1424
LFM2-350M1.2 GB at Q4FitsFitsFits1005–1424
granite-4.0-350m1.2 GB at Q4FitsFitsFits1011–1432
granite-4.0-h-350m1.2 GB at Q4FitsFitsFits1047–1483

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