Which AI models can I run on a Mac with 24 GB?

479 of the 829 LLMs analyzed on Model Anatomy fit on a Mac with 24 GB (16.0 GB usable) with at least 4K tokens of context. Each row shows the best file that fits and how much context the remaining memory holds.

Hardware

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Context needed

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Model	Params	File that fits	Context that fits
Qwen/Qwen3-0.6BDense	752M596M active	As published1.50 GB of 16.0 GB available	Full 40K
Qwen/Qwen3-VL-8B-InstructDense + vision	8.77B7.57B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 73K tokensmax 256K
Qwen/Qwen3-8BDense	8.19B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUFMoE	30.5B3.04B active	Q3_K_M14.7 GB of 16.0 GB available	≈ 13K tokensmax 256K
google/gemma-4-26B-A4B-itMoE + vision	25.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 30K tokensmax 256K
Qwen/Qwen2.5-7B-InstructDense	7.62B	As published15.2 GB of 16.0 GB available	≈ 13K tokensmax 32K
Qwen/Qwen3.5-9BDense + vision	9.65B8.18B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
Qwen/Qwen2.5-0.5B-InstructDense	494M	As published988 MB of 16.0 GB available	Full 32K
Qwen/Qwen2.5-1.5B-InstructDense	1.54B	As published3.09 GB of 16.0 GB available	Full 32K
Qwen/Qwen3-4BDense	4.02B	As published8.04 GB of 16.0 GB available	Full 40K
Qwen/Qwen3.5-4BDense + vision	4.66B	As published9.32 GB of 16.0 GB available	≈ 198K tokensmax 256K
Qwen/Qwen2.5-VL-7B-InstructDense + vision	8.29B7.07B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 125K
openai/gpt-oss-20bMoE	20.9B3.61B active	As published13.8 GB of 16.0 GB available	≈ 89K tokensmax 128K
ornith-ai/Ornith-1.5-9B-GGUFDense	9.20B7.94B active	Q8_09.79 GB of 16.0 GB available	≈ 184K tokensmax 256K
Qwen/Qwen2.5-3B-InstructDense	3.09B	As published6.17 GB of 16.0 GB available	Full 32K
huihui-ai/Huihui-Qwen3.6-35B-A3B-abliterated-MTP-GGUFMoE	35.5B2.95B active	Huihui-Qwen3.6-35B-A3B-abliterated-patch-all-414.0 GB of 16.0 GB available	≈ 93K tokensmax 256K
Qwen/Qwen3.5-2BDense + vision	2.27B1.94B active	As published4.55 GB of 16.0 GB available	Full 256K
lmstudio-community/Qwen3.8-27B-MLX-8bitDense + vision	27.4B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
lmstudio-community/Qwen3.8-27B-MLX-6bitDense + vision	27.4B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
lmstudio-community/Qwen3.8-27B-MLX-5bitDense + vision	27.4B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
Qwen/Qwen3-4B-Instruct-2507Dense	4.02B	As published8.04 GB of 16.0 GB available	≈ 53K tokensmax 256K
Qwen/Qwen3-1.7BDense	2.03B1.72B active	As published4.06 GB of 16.0 GB available	Full 40K
Qwen/Qwen3-VL-4B-InstructDense + vision	4.44B	As published8.88 GB of 16.0 GB available	≈ 47K tokensmax 256K
RadixArk/Kimi-K3-DSpark	2.25B	As published4.50 GB of 16.0 GB available	≈ 548K tokensmax 1M
Qwen/Qwen2.5-7B-Instruct-AWQDense	7.62B	As published5.57 GB of 16.0 GB available	Full 32K
nvidia/NVIDIA-Nemotron-3-Nano-4B-BF16	3.97B	As published7.95 GB of 16.0 GB available	Not knowncontext figures missing
ornith-ai/Ornith-1.0-9B-GGUFDense	8.95B7.94B active	Q8_09.53 GB of 16.0 GB available	≈ 191K tokensmax 256K
farbodtavakkoli/OTel-2.0-Decision-26B-A4B-4bitMoE + vision	25.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 30K tokensmax 256K
Qwen/Qwen3-VL-2B-InstructDense + vision	2.13B1.72B active	As published4.26 GB of 16.0 GB available	≈ 100K tokensmax 256K
datalab-to/chandra-ocr-2Dense + vision	5.30B4.33B active	As published10.6 GB of 16.0 GB available	≈ 160K tokensmax 256K
Qwen/Qwen2.5-Coder-7B-InstructDense	7.62B	As published15.2 GB of 16.0 GB available	≈ 13K tokensmax 32K
Qwen/Qwen3-14B-AWQDense	14.8B	As published9.98 GB of 16.0 GB available	≈ 36K tokensmax 40K
Qwen/Qwen3-VL-8B-Instruct-FP8Dense + vision	8.77B7.57B active	As published10.6 GB of 16.0 GB available	≈ 36K tokensmax 256K
Qwen/Qwen2.5-VL-3B-InstructDense + vision	3.75B3.09B active	As published7.51 GB of 16.0 GB available	Full 125K
Qwen/Qwen3.5-0.8BDense + vision	873M773M active	As published1.75 GB of 16.0 GB available	Full 256K
Qwen/Qwen2.5-14B-InstructDense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 32K
deepseek-ai/DeepSeek-OCRMoE + vision	3.34B672M active	As published6.67 GB of 16.0 GB available	Full 8K
JonathanColetti/Qwen3.8-27B-Uncensored-GGUFDense	27.3B	IQ4_XS15.3 GB of 16.0 GB available	≈ 8K tokensmax 256K
HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUFDense	27.3B	Q3_K13.4 GB of 16.0 GB available	≈ 36K tokensmax 256K
huihui-ai/Huihui-Qwen3.8-27B-abliterated-GGUFDense	27.3B	UD-IQ4_XS14.4 GB of 16.0 GB available	≈ 21K tokensmax 256K
HuggingFaceTB/SmolLM2-135MDense	135M	As published269 MB of 16.0 GB available	Full 8K
DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUFDense	9.20B7.94B active	Qwen3.5-9B-The-Defiant-Fable-Uncnr-Heretic-plusIQ-TOOLS-NEO-MAX-MTP-Q8_010.7 GB of 16.0 GB available	≈ 155K tokensmax 256K
Qwen/Qwen2.5-14B-Instruct-AWQDense	14.8B	As published9.98 GB of 16.0 GB available	≈ 30K tokensmax 32K
Qwen/Qwen2-VL-2B-InstructDense + vision	2.21B1.54B active	As published4.42 GB of 16.0 GB available	Full 32K
vikhyatk/moondream2Dense + vision	1.93B1.37B active	As published3.85 GB of 16.0 GB available	Not knowncontext figures missing
Qwen/Qwen2.5-VL-7B-Instruct-AWQDense + vision	8.29B7.07B active	As published6.92 GB of 16.0 GB available	Full 125K
HauhauCS/Gemma-4-E4B-Uncensored-HauhauCS-Aggressive	7.52B	Q8_K8.13 GB of 16.0 GB available	Full 128K
Qwen/Qwen3-14BDense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
Qwen/Qwen2.5-Coder-14B-InstructDense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 32K
Qwen/Qwen3-8B-AWQDense	8.19B	As published6.10 GB of 16.0 GB available	Full 40K
mistralai/Mistral-7B-Instruct-v0.2Dense	7.24B	As published14.5 GB of 16.0 GB available	≈ 11K tokensmax 32K
0bserverx/Qwen3.8-27B-Heretic-Abliterated-Uncensored-GGUFDense	26.9B	RVN-IQ4_XS-multilingual-mtp15.5 GB of 16.0 GB available	≈ 5K tokensmax 256K
prism-ml/Ternary-Bonsai-2-27B-ggufDense	26.9B	Ternary-Bonsai-2-27B-Q2_07.63 GB of 16.0 GB available	≈ 122K tokensmax 256K
llava-hf/llava-1.5-7b-hfDense + vision	7.06B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Not knowncontext figures missing
Qwen/Qwen2-VL-7B-Instruct-AWQDense + vision	8.29B7.07B active	As published6.92 GB of 16.0 GB available	Full 32K
Qwen/Qwen2.5-0.5BDense	494M	As published988 MB of 16.0 GB available	Full 32K
Qwen/Qwen3-4B-BaseDense	4.02B	As published8.04 GB of 16.0 GB available	Full 32K
unsloth/Qwen3.5-9B-GGUFDense	8.95B7.94B active	UD-Q8_K_XL13.0 GB of 16.0 GB available	≈ 89K tokensmax 256K
Qwen/Qwen3-1.7B-BaseDense	1.72B	As published3.44 GB of 16.0 GB available	Full 32K
HuggingFaceTB/SmolLM2-135M-InstructDense	135M	As published269 MB of 16.0 GB available	Full 8K
DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUFDense	27.3B	Qwen3.8-27B-TurboFCFusion-735-882-Here-Uncen-NEO-CODER-MAX-LOW-MTP-IQ4_XS15.3 GB of 16.0 GB available	≈ 8K tokensmax 256K
peculiar-ragdoll/Dirk-Qwen3.8-27B-GGUFDense	27.3B	UD-Q4_K_S15.4 GB of 16.0 GB available	≈ 7K tokensmax 256K
apple/OpenELM-1_1B-Instruct	1.08B	As published2.16 GB of 16.0 GB available	Not knowncontext figures missing
sahilchachra/Unlimited-OCR-AWQMoE + vision	3.34B672M active	As published2.82 GB of 16.0 GB available	Full 32K
ibm-research/PowerMoE-3b	3.37B	As published13.5 GB of 16.0 GB available	Full 4K
unsloth/Qwen3.6-35B-A3B-GGUFMoE	34.7B2.95B active	UD-Q3_K_S15.4 GB of 16.0 GB available	≈ 27K tokensmax 256K
HuggingFaceTB/SmolVLM2-500M-Video-InstructDense + vision	507M374M active	As published2.03 GB of 16.0 GB available	Full 8K
datalab-to/surya-ocr-2Dense + vision	686M586M active	As published1.37 GB of 16.0 GB available	Full 256K
LiquidAI/LFM2.5-2.6B-GGUF	2.70B	BF165.40 GB of 16.0 GB available	Full 128K
Qwen/Qwen2.5-Coder-14B-Instruct-AWQDense	14.8B	As published9.98 GB of 16.0 GB available	≈ 30K tokensmax 32K
ornith-ai/Ornith-1.0-9BDense + vision	9.41B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
unsloth/Qwen3.6-27B-MTP-GGUFDense	27.3B	UD-Q3_K_XL14.8 GB of 16.0 GB available	≈ 16K tokensmax 256K
ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUFDense	27.3B	IQ3_S12.1 GB of 16.0 GB available	≈ 56K tokensmax 256K
baidu/Unlimited-OCRMoE + vision	3.34B672M active	As published6.67 GB of 16.0 GB available	Full 32K
datalab-to/surya-ocr-2-ggufDense	632M565M active	surya-21.27 GB of 16.0 GB available	Full 256K
unsloth/Qwen3.6-27B-GGUFDense	26.9B	IQ4_XS15.4 GB of 16.0 GB available	≈ 6K tokensmax 256K
openbmb/MiniCPM5-2BDense	2.52B2.25B active	As published5.03 GB of 16.0 GB available	Full 128K
mlx-community/Llama-3.1-8B-Instruct-4bitDense	8.03B	As published4.52 GB of 16.0 GB available	≈ 86K tokensmax 128K
DavidAU/Qwen3.8-27B-Turbo-Brilliance-50X-Reasoning-Instruct-NEO-MAX-MTP-GGUFDense	27.3B	Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-MTP-IQ4_XS15.3 GB of 16.0 GB available	≈ 8K tokensmax 256K
unsloth/Qwen3.6-35B-A3B-MTP-GGUFMoE	35.5B2.95B active	UD-IQ3_S15.3 GB of 16.0 GB available	≈ 28K tokensmax 256K
legraphista/glm-4-9b-chat-IMat-GGUFDense	9.40B	Q8_09.99 GB of 16.0 GB available	Full 128K
QuantTrio/Qwen3.5-9B-AWQDense + vision	9.65B8.18B active	As published12.4 GB of 16.0 GB available	≈ 106K tokensmax 256K
bartowski/endless-frontier_BigBang-v1-GGUFMoE	35.5B2.95B active	IQ3_XXS15.3 GB of 16.0 GB available	≈ 28K tokensmax 256K
HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-AggressiveMoE	34.7B2.95B active	IQ3_M15.4 GB of 16.0 GB available	≈ 24K tokensmax 256K
RedHatAI/gemma-4-26B-A4B-it-FP8-dynamicMoE + vision	26.5B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 20K tokensmax 256K
Qwen/Qwen3-4B-Instruct-2507-FP8Dense	4.41B	As published5.19 GB of 16.0 GB available	≈ 72K tokensmax 256K
Qwen/Qwen2.5-Coder-7B-Instruct-AWQDense	7.62B	As published5.57 GB of 16.0 GB available	Full 32K
deepseek-ai/DeepSeek-Coder-V2-Lite-InstructMoE	15.7B2.45B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 160K
unsloth/Qwen3.5-4B-GGUFDense	4.21B	BF168.42 GB of 16.0 GB available	≈ 224K tokensmax 256K
CMSManhattan/JiRackUltra_1bDense	1.78B1.54B active	As published3.55 GB of 16.0 GB available	Full 128K
deepseek-ai/DeepSeek-OCR-2MoE	3.39B850M active	As published6.78 GB of 16.0 GB available	Full 8K
Qwen/Qwen2.5-1.5BDense	1.54B	As published3.09 GB of 16.0 GB available	Full 128K
bartowski/XYZAILab_XYZ-Aquila-mini-GGUFMoE	34.7B2.95B active	Q3_K_S15.5 GB of 16.0 GB available	≈ 20K tokensmax 256K
agentionai/Qwen3.8-27B-AP-GGUFDense	27.3B	IQ4_XS14.3 GB of 16.0 GB available	≈ 24K tokensmax 256K
peculiar-ragdoll/Cyber-Tiel-Coder-35B-A3B-GGUF-MTPMoE	35.5B2.95B active	UD-IQ3_S14.1 GB of 16.0 GB available	≈ 89K tokensmax 256K
deepseek-ai/DeepSeek-R1-0528-Qwen3-8BDense	8.19B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 75K tokensmax 128K
peculiar-ragdoll/Sharp-Spark-X2.5-4B-GGUFDense	4.11B	Q6_K_XL3.61 GB of 16.0 GB available	≈ 327K tokensmax 1M
raxcore-dev/Rax-4.5Dense + vision	2.27B1.94B active	As published4.55 GB of 16.0 GB available	Full 256K
unsloth/gemma-4-12b-it-GGUFDense	11.9B	UD-Q8_K_XL13.6 GB of 16.0 GB available	≈ 13K tokensmax 256K
Qwen/Qwen2-VL-7B-InstructDense + vision	8.29B7.07B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 32K
DavidAU/LFM2.5-24B-A2B-Turbo-Brilliance-50X-NEO-MAX-Imatrix-GGUFMoE	24.0B2.45B active	IQ4_XS12.8 GB of 16.0 GB available	Full 128K
cyankiwi/gemma-4-26B-A4B-it-AWQ-4bitMoE + vision	25.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 30K tokensmax 256K
prism-ml/Ternary-Bonsai-2-9B-gguf	1.47B	Ternary-Bonsai-2-9B-PQ2_0-MTP-Q8_02.68 GB of 16.0 GB available	Full 256K
dots-studio/dots.ocrDense + vision	3.04B1.54B active	As published6.08 GB of 16.0 GB available	Full 128K
allenai/OLMo-2-0425-1BDense	1.48B1.28B active	As published5.94 GB of 16.0 GB available	Full 4K
Qwen/Qwen3-0.6B-BaseDense	596M	As published1.19 GB of 16.0 GB available	Full 32K
empero-ai/Qwen3.8-4B-Distill-GGUFDense	4.33B	BF168.67 GB of 16.0 GB available	≈ 217K tokensmax 256K
Qwen/Qwen3-8B-FP8Dense	8.19B	As published9.44 GB of 16.0 GB available	Full 40K
unsloth/Qwen3.5-35B-A3B-GGUFMoE	34.7B2.95B active	Q3_K_S15.3 GB of 16.0 GB available	≈ 32K tokensmax 256K
empero-ai/Qwen3.8-2B-Distill-GGUFDense	1.94B	BF163.90 GB of 16.0 GB available	Full 256K
FINAL-Bench/POCKET-35B-GGUFMoE	34.7B2.95B active	Q2_K12.9 GB of 16.0 GB availableunder 3 bits: noticeably lower quality	≈ 143K tokensmax 256K
Infomaniak-AI/vllm-translategemma-4b-itDense + vision	4.30B	As published8.60 GB of 16.0 GB available	Full 128K
ConwayResearch/Underdog-Saluki-27B-1.0Dense	26.9B	Underdog-Saluki-27B-1.0-IQ2-mix7.90 GB of 16.0 GB available	≈ 118K tokensmax 256K
Qwen/Qwen2-0.5BDense	494M	As published988 MB of 16.0 GB available	Full 128K
LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct-AWQDense	7.82B	As published5.30 GB of 16.0 GB available	Full 32K
deepseek-ai/deepseek-coder-7b-instruct-v1.5Dense	6.91B	As published13.8 GB of 16.0 GB available	Full 4K
Qwen/Qwen2.5-Coder-7BDense	7.62B	As published15.2 GB of 16.0 GB available	≈ 13K tokensmax 32K
yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUFDense	11.9B	gemma4-v2-Q8_012.7 GB of 16.0 GB available	≈ 20K tokensmax 256K
Accio-Lab/occamy-1.0-GGUFMoE	34.7B2.95B active	IQ3_M15.4 GB of 16.0 GB available	≈ 24K tokensmax 256K
OpenGVLab/InternVL2-2B	2.21B	As published4.41 GB of 16.0 GB available	Full 32K
Qwen/Qwen1.5-MoE-A2.7BMoE	14.3B2.38B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 8K
empero-ai/Qwen3.8-9B-Distill-GGUFDense	9.20B7.94B active	Q8_09.79 GB of 16.0 GB available	≈ 184K tokensmax 256K
z-lab/Qwen3.8-27B-DFlash2-GGUF	1.92B	BF163.86 GB of 16.0 GB available	Full 256K
Salesforce/blip2-opt-2.7b	3.74B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 41K tokens
microsoft/Phi-3.5-vision-instructDense + vision	4.15B3.72B active	As published8.29 GB of 16.0 GB available	≈ 19K tokensmax 128K
jegreene/Swift-1.5-Qwen3.8-27B-heretic-GSQ-RCO-GGUFDense	27.3B	IQ3_S12.1 GB of 16.0 GB available	≈ 56K tokensmax 256K
Qwen/Qwen2.5-7BDense	7.62B	As published15.2 GB of 16.0 GB available	≈ 13K tokensmax 128K
boboliu/bge-reranker-v2.5-gemma2-lightweight-gptqDense	9.24B	As published6.17 GB of 16.0 GB available	Full 8K
nerkyor/Qwen3.8-27B-Coder390-EfficientThink-Opus5.5-GPT6Astra-Grok4.7-DSV4Pro-K3-SFT-RLOO-MTP-DFlash2Dense	27.3B	Qwen3.8-27B-Coder390-EfficientThink-Q2LynnStyle-Q8MTP13.5 GB of 16.0 GB available	≈ 35K tokensmax 256K
OpenGVLab/InternVL2-1BDense + vision	938M498M active	As published1.88 GB of 16.0 GB available	Full 32K
CMSManhattan/JiRackUltra_14bDense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 38K tokensmax 128K
Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQDense	7.62B	As published5.70 GB of 16.0 GB available	Full 32K
microsoft/phi-4Dense	14.7B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 16K
openbmb/MiniCPM5-2B-DSpark	324M	As published648 MB of 16.0 GB available	Full 128K
tencent/HunyuanOCRDense + vision	1.12B950M active	As published2.24 GB of 16.0 GB available	Full 128K
prism-ml/Ternary-Bonsai-27B-gguf	3.65B	Ternary-Bonsai-27B-Q2_g647.59 GB of 16.0 GB available	Full 4K
Qwen/Qwen2.5-VL-3B-Instruct-AWQDense + vision	3.75B3.09B active	As published3.40 GB of 16.0 GB available	Full 125K
OsaurusAI/Diplodocus-preview-GGUFDense	9.00B7.97B active	Q8_09.57 GB of 16.0 GB available	≈ 43K tokensmax 512K
Qwen/Qwen2.5-3B-Instruct-AWQDense	3.40B	As published2.69 GB of 16.0 GB available	Full 32K
lightonai/LightOnOCR-2-1BDense + vision	1.01B596M active	As published2.01 GB of 16.0 GB available	Full 16K
Qwen/Qwen2.5-7B-Instruct-GGUFDense	7.62B	qwen2.5-7b-instruct-fp1615.2 GB of 16.0 GB available	≈ 13K tokensmax 128K
Qwen/Qwen2-1.5B-InstructDense	1.54B	As published3.09 GB of 16.0 GB available	Full 32K
unsloth/gemma-4-E2B-it-GGUF	4.65B	BF169.31 GB of 16.0 GB available	Full 128K
AtomicChat/LFM2.5-24B-A2B-Uncensored-GGUFMoE	24.0B2.45B active	Q4_K_M15.4 GB of 16.0 GB available	≈ 31K tokensmax 128K
hugging-quants/gemma-2-9b-it-AWQ-INT4Dense	9.24B	As published6.16 GB of 16.0 GB available	Full 8K
HuggingFaceTB/SmolLM3-3BDense	3.08B	As published6.15 GB of 16.0 GB available	Full 64K
OpenGVLab/InternVL3_5-GPT-OSS-20B-A4B-Preview-HFMoE + vision	21.2B3.61B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 128K
unsloth/Llama-3.2-1B-InstructDense	1.24B	As published2.47 GB of 16.0 GB available	Full 128K
bartowski/Qwen2.5-32B-Instruct-GGUFDense	32.8B	IQ3_M14.8 GB of 16.0 GB available	≈ 4K tokensmax 32K
google/diffusiongemma-26B-A4B-itMoE + vision	25.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 30K tokensmax 256K
unsloth/Muse-Glimmer-30B-GGUFDense	27.9B	UD-Q2_K_XL12.4 GB of 16.0 GB availableunder 3 bits: noticeably lower quality	Not knowncontext figures missing
dealignai/Ornith-1.5-9B-UNCENSORED-GGUFDense	8.95B7.94B active	Q8_09.53 GB of 16.0 GB available	≈ 191K tokensmax 256K
lmstudio-community/Qwen3.5-9B-MLX-4bitDense + vision	9.41B7.94B active	As published5.95 GB of 16.0 GB available	Full 256K
cyankiwi/MiniCPM-SALA-AWQ-8bitDense	9.48B	As published10.6 GB of 16.0 GB available	≈ 160K tokensmax 512K
unsloth/gemma-4-26B-A4B-it-GGUFMoE	25.2B3.82B active	UD-IQ4_NL13.6 GB of 16.0 GB available	≈ 23K tokensmax 256K
ibm-granite/granite-4.1-3bDense	3.40B	As published6.81 GB of 16.0 GB available	≈ 110K tokensmax 128K
unsloth/gemma-4-E4B-it-GGUF	7.52B	BF1615.1 GB of 16.0 GB available	≈ 30K tokensmax 128K
PrimeIntellect/Qwen3-0.6BDense	752M596M active	As published1.50 GB of 16.0 GB available	Full 40K
Qwen/Qwen3-14B-BaseDense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 32K
lmstudio-community/Qwen3.5-9B-MLX-8bitDense + vision	9.41B7.94B active	As published10.4 GB of 16.0 GB available	≈ 165K tokensmax 256K
HauhauCS/Gemma4-12B-QAT-Uncensored-HauhauCS-BalancedDense	11.9B	Q4_K_M7.38 GB of 16.0 GB available	≈ 59K tokensmax 256K
empero-ai/Qwythos-9B-Claude-Mythos-5-1M-GGUFDense	9.20B7.94B active	Q8_09.79 GB of 16.0 GB available	≈ 184K tokensmax 1M
ornith-ai/Ornith-1.5-9BDense + vision	9.65B8.18B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
Qwen/Qwen3.5-4B-BaseDense + vision	4.66B	As published9.32 GB of 16.0 GB available	≈ 198K tokensmax 256K
XHToken/Spark-X2.6-4B-GGUFDense	4.45B	Spark-X2.6-4B8.23 GB of 16.0 GB available	≈ 204K tokensmax 1M
Qwen/Qwen3-8B-BaseDense	8.19B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 32K
peculiar-ragdoll/Tiel-Coder-35B-A3B-GGUFMoE	34.7B2.95B active	UD-IQ3_XXS13.2 GB of 16.0 GB available	≈ 130K tokensmax 256K
DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUFDense	27.3B	Qwen3.6-27B-Fable-Fus-711-UnHeretic-NM-DAU-NEO-MAX-NEO-LOW-MTP-IQ4_XS15.1 GB of 16.0 GB available	≈ 11K tokensmax 256K
deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5BDense	1.78B1.54B active	As published3.55 GB of 16.0 GB available	Full 128K
Qwen/Qwen3-4B-GGUFDense	4.02B	Q8_04.28 GB of 16.0 GB available	Full 40K
Qwen/Qwen3-4B-Thinking-2507Dense	4.02B	As published8.04 GB of 16.0 GB available	≈ 53K tokensmax 256K
Qwen/Qwen3-8B-GGUFDense	8.19B	Q8_08.71 GB of 16.0 GB available	Full 40K
prism-ml/Bonsai-27B-gguf	3.65B	BF167.29 GB of 16.0 GB available	Full 4K
Qwen/Qwen3.5-9B-BaseDense + vision	9.65B8.18B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
Qwen/Qwen3-VL-4B-Instruct-FP8Dense + vision	4.83B4.02B active	As published6.02 GB of 16.0 GB available	≈ 66K tokensmax 256K
mistralai/Mistral-7B-v0.1Dense	7.24B	As published14.5 GB of 16.0 GB available	≈ 11K tokensmax 32K
Qwen/Qwen3.5-2B-BaseDense + vision	2.27B1.94B active	As published4.55 GB of 16.0 GB available	Full 256K
deepseek-ai/DeepSeek-R1-Distill-Qwen-14BDense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 38K tokensmax 128K
bottlecapai/ThinkingCap-Qwen3.8-27B-GGUFDense	27.3B	IQ4_XS15.5 GB of 16.0 GB available	≈ 6K tokensmax 256K
Qwen/Qwen2.5-3BDense	3.09B	As published6.17 GB of 16.0 GB available	Full 32K
Qwen/Qwen2.5-Coder-7B-Instruct-GGUFDense	7.62B	Q8_08.10 GB of 16.0 GB available	Full 128K
ukisai/Swift-Qwen3.8-27B-GGUFDense	27.3B	IQ3_M15.1 GB of 16.0 GB available	≈ 12K tokensmax 256K
deepseek-ai/DeepSeek-R1-Distill-Qwen-7BDense	7.62B	As published15.2 GB of 16.0 GB available	≈ 13K tokensmax 128K
bartowski/Qwen3.8-27B-GGUFDense	27.3B	IQ4_XS15.5 GB of 16.0 GB available	≈ 6K tokensmax 256K
Qwen/Qwen3-0.6B-FP8Dense	752M596M active	As published1.06 GB of 16.0 GB available	Full 40K
Qwen/Qwen3.5-0.8B-BaseDense + vision	873M773M active	As published1.75 GB of 16.0 GB available	Full 256K
Qwen/Qwen3-4B-AWQDense	4.02B	As published2.67 GB of 16.0 GB available	Full 40K
XHToken/Spark-X2.5-4B-GGUFDense	4.11B	Spark-X2.5-4B8.23 GB of 16.0 GB available	≈ 204K tokensmax 1M
yuxinlu1/gemma-4-12B-coder-fable5-composer2.5-v1-GGUFDense	11.9B	Q8_012.7 GB of 16.0 GB available	≈ 20K tokensmax 256K
openbmb/MiniCPM-V-4.7-35B-A3B-ggufMoE	34.7B2.95B active	MiniCPM-V-4_7-35B-A3B-mix_q3gud_im15.5 GB of 16.0 GB available	≈ 21K tokensmax 256K
Maximilian228/Qwen3.8-Flash-Next-NVFP4-GPTQ-StrataDense	636M	qwen-nvfp4-gptq-dense5.99 GB of 16.0 GB available	Not knowncontext figures missing
Qwen/Qwen3-0.6B-GGUFDense	596M	Q8_0639 MB of 16.0 GB available	Full 40K
Qwen/Qwen3-14B-GGUFDense	14.8B	Q6_K12.1 GB of 16.0 GB available	≈ 23K tokensmax 40K
deepseek-ai/DeepSeek-R1-Distill-Llama-8BDense	8.03B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 86K tokensmax 128K
moonshotai/Kimi-VL-A3B-InstructMoE + vision	16.4B2.58B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 128K
LiquidAI/LFM3-1.7B-GGUF	1.73B	BF163.47 GB of 16.0 GB available	Full 256K
openbmb/MiniCPM-V-4.6Dense + vision	1.30B778M active	As published2.60 GB of 16.0 GB available	Full 256K
DavidAU/Qwen3.8-27B-TWIN-TURBO-Fable-Cold-Fusion-709-L-Uncensored-NM-DAU-NEO-MTP-GGUFDense	27.3B	Qwen3.8-27B-TTURBO-Fable-C-Fusion-709-L-Uncen-TOOLS-NM-DAU-NEO-MTP-IQ4_XS15.3 GB of 16.0 GB available	≈ 8K tokensmax 256K
JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUFMoE	12.1B2.21B active	Mellum2.1-12B-A2.5B-Thinking-MTP-Q8_013.4 GB of 16.0 GB available	Full 128K
openbmb/MiniCPM5-2B-GGUFDense	2.52B2.25B active	F165.04 GB of 16.0 GB available	Full 128K
Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUFDense	9.20B7.94B active	Q8_09.79 GB of 16.0 GB available	≈ 184K tokensmax 256K
Qwen/Qwen3-VL-8B-ThinkingDense + vision	8.77B7.57B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 73K tokensmax 256K
ReliquaryForge/qwen3-4b-base-dapo-v4Dense	4.02B	As published8.04 GB of 16.0 GB available	Full 32K
baidu/Unlimited-OCR-2MoE + vision	3.34B680M active	As published6.69 GB of 16.0 GB available	Full 128K
Qwen/Qwen3Guard-Gen-0.6BDense	752M596M active	As published1.50 GB of 16.0 GB available	Full 32K
Qwen/Qwen3-VL-8B-Instruct-GGUFDense	8.19B	Q8_08.71 GB of 16.0 GB available	≈ 48K tokensmax 256K
Qwen/Qwen3-VL-4B-Instruct-GGUFDense	4.02B	F168.05 GB of 16.0 GB available	≈ 53K tokensmax 256K
nerkyor/Qwen3.8-27B-Coder390-EfficientThink-Opus5.5-GPT6Astra-Grok4.7-DSV4Pro-K3-SFT-RLOO-GGUF-NInferDense	27.3B	Qwen3.8-27B-Coder390-EfficientThink-Q2LynnStyle-Q8MTP13.5 GB of 16.0 GB available	≈ 35K tokensmax 256K
Qwen/Qwen3-14B-FP8Dense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
Qwen/Qwen3-VL-2B-Instruct-GGUFDense	1.72B	F163.45 GB of 16.0 GB available	≈ 107K tokensmax 256K
LiquidAI/LFM2.5-2.6B	2.70B	As published5.39 GB of 16.0 GB available	Full 128K
cyankiwi/Qwen3-VL-8B-Instruct-AWQ-4bitDense + vision	8.77B7.57B active	As published7.55 GB of 16.0 GB available	≈ 56K tokensmax 256K
Qwen/Qwen3-VL-2B-ThinkingDense + vision	2.13B1.72B active	As published4.26 GB of 16.0 GB available	≈ 100K tokensmax 256K
Qwen/Qwen3-VL-2B-Instruct-FP8Dense + vision	2.44B1.72B active	As published3.47 GB of 16.0 GB available	≈ 107K tokensmax 256K
Qwen/Qwen3-4B-FP8Dense	4.41B	As published5.19 GB of 16.0 GB available	Full 40K
bartowski/Nanbeige_Nanbeige4.3-33B-GGUFDense	33.1B	IQ3_XXS14.5 GB of 16.0 GB available	≈ 7K tokensmax 512K
nvidia/LocateAnything-3BDense + vision	3.83B3.10B active	As published7.66 GB of 16.0 GB available	Full 32K
ukisai/Swift-1.5-Qwen3.8-27B-GGUFDense	27.3B	IQ4_XS15.5 GB of 16.0 GB available	≈ 6K tokensmax 256K
Qwen/Qwen2.5-14BDense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 38K tokensmax 128K
LiquidAI/LFM3-1.7B	1.73B	As published3.46 GB of 16.0 GB available	Full 256K
Qwen/Qwen3-1.7B-GGUFDense	1.72B	Q8_01.83 GB of 16.0 GB available	Full 40K
LiquidAI/LFM3-VL-2B-GGUF	1.73B	BF163.47 GB of 16.0 GB available	Full 125K
LessThanThreeAI/Qwen3.8-27B-Humanlike-Chat-GGUFDense	26.9B	IQ4_XS15.1 GB of 16.0 GB available	≈ 11K tokensmax 256K
jialinyyzz/humanizerDense + vision	12.0B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 133K tokensmax 256K
Qwen/Qwen3Guard-Gen-4BDense	4.41B	As published8.82 GB of 16.0 GB available	Full 32K
Qwen/Qwen3-VL-4B-ThinkingDense + vision	4.44B	As published8.88 GB of 16.0 GB available	≈ 47K tokensmax 256K
openbmb/MiniCPM-V-4.7-1B-ggufDense	1.01B752M active	F162.02 GB of 16.0 GB available	Full 256K
google/gemma-4-26B-A4BMoE + vision	25.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 30K tokensmax 256K
IFM/K2-Horizon-7B-UnoDense	349M	As published1.40 GB of 16.0 GB available	Not knowncontext figures missing
unsloth/LFM2.5-24B-A2B-GGUFMoE	24.0B2.45B active	UD-Q4_K_XL14.9 GB of 16.0 GB available	≈ 54K tokensmax 128K
huihui-ai/Huihui-DeepSeek-V4.1-Flash-1017-abliterated-GGUFDense	755M	Huihui-DeepSeek-V4.1-Flash-1017-patch-Q2-13.66 GB of 16.0 GB available	Not knowncontext figures missing
XingChen-AGI/TeleOCRDense + vision	1.42B596M active	As published2.83 GB of 16.0 GB available	≈ 112K tokensmax 125K
RavichandranJ/Dolphin3-Cyber-8B-GGUFDense	8.03B	Q8_08.54 GB of 16.0 GB available	≈ 56K tokensmax 128K
DavidAU/LFM2.5-2.6B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF	2.70B	BF165.40 GB of 16.0 GB available	Full 128K
Qwen/Qwen3Guard-Gen-8BDense	8.19B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 32K
nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-GGUFDense	3.98B	Q5_K_M3.67 GB of 16.0 GB available	Not knowncontext figures missing
ggml-org/Clef-Flash-GGUFDense	9.08B8.06B active	Q8_09.66 GB of 16.0 GB available	≈ 187K tokensmax 256K
PaddlePaddle/PaddleOCR-VL-1.6Dense + vision	959M387M active	As published1.92 GB of 16.0 GB available	Full 128K
Cloudflare/clefDense + vision	27.4B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
Cloudflare/clef-flashDense + vision	9.41B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
peculiar-ragdoll/Cyber-Tiel-Coder-35B-A3B-GGUFMoE	34.7B2.95B active	UD-IQ3_XXS13.2 GB of 16.0 GB available	≈ 130K tokensmax 256K
openbmb/MiniCPM-V-4.7-1BDense + vision	1.55B778M active	As published3.11 GB of 16.0 GB available	Full 256K
EldanRing/Winnow-12BDense	11.9B	Q8_012.7 GB of 16.0 GB available	≈ 20K tokensmax 256K
IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-Abliterated-GGUFMoE	34.7B2.95B active	Qwen3.8-35B-A3B-Distill.APEX-I-MiniPlus-V2.1-Abliterated14.7 GB of 16.0 GB available	≈ 61K tokensmax 256K
moonshotai/Moonlight-16B-A3B-InstructMoE	16.0B2.58B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 8K
StarDoc-AI/TeleOCRDense + vision	1.42B596M active	As published2.83 GB of 16.0 GB available	≈ 112K tokensmax 125K
XHToken/Spark-X2.5-4B	4.11B	As published8.22 GB of 16.0 GB available	≈ 204K tokensmax 1M
DavidAU/Qwen3.8-27B-Ultimate-Heretic-Uncensored-Turbo-Brilliance-50x-AGI-NEO-GGUFDense	27.3B	Qwen3.8-27B-Ultimate-Heretic-Uncn-Turbo-Brilli-50x-AGI-NEO-MTP-IQ4_XS15.3 GB of 16.0 GB available	≈ 8K tokensmax 256K
IFM/K2-Horizon-7BDense	9.00B7.97B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 72K tokensmax 512K
empero-ai/Qwen3.8-35B-A3B-Distill-GGUFMoE	35.5B2.95B active	Q2_K13.8 GB of 16.0 GB availableunder 3 bits: noticeably lower quality	≈ 100K tokensmax 256K
moonshotai/Kimi-VL-A3B-Thinking-2506MoE + vision	16.4B2.58B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 128K
byteshape/Qwen3.8-27B-GGUFDense	27.3B	IQ4_XS13.1 GB of 16.0 GB available	≈ 41K tokensmax 256K
Qwen/Qwen3-VL-8B-Thinking-FP8Dense + vision	8.77B7.57B active	As published10.6 GB of 16.0 GB available	≈ 36K tokensmax 256K
bartowski/Cloudflare_clef-GGUFDense	27.0B	IQ4_XS15.6 GB of 16.0 GB available	≈ 4K tokensmax 256K
TokenRhythm/NeoHorse-1-4BDense	4.21B	As published8.41 GB of 16.0 GB available	≈ 225K tokensmax 256K
RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-UncensoredDense	27.3B	Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-v2.010.5 GB of 16.0 GB available	≈ 80K tokensmax 256K
bartowski/ukisai_Swift-Qwen3.8-27b-GGUFDense	27.3B	IQ4_XS15.5 GB of 16.0 GB available	≈ 6K tokensmax 256K
TokenRhythm/NeoHorse-1-4B-GGUFDense	4.21B	BF168.42 GB of 16.0 GB available	≈ 224K tokensmax 256K
IFM/K2-Horizon-7B-GGUFDense	9.00B7.97B active	Q8_09.57 GB of 16.0 GB available	≈ 43K tokensmax 512K
webAI-Official/TwIL-8BDense	8.79B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 66K tokensmax 128K
Qwen/Qwen3-1.7B-FP8Dense	2.03B1.72B active	As published2.65 GB of 16.0 GB available	Full 40K
IFM/K2-Horizon-3.7BDense	5.06B4.42B active	As published10.1 GB of 16.0 GB available	≈ 39K tokensmax 512K
inclusionAI/Ling-3.0-tinyMoE	7.89B1.14B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Not knowncontext figures missing
AtomicChat/Nanbeige4.3-33B-GGUFDense	33.1B	IQ3_XXS14.9 GB of 16.0 GB available	≈ 5K tokensmax 512K
XHToken/Spark-X2.6-4B	4.11B	As published8.22 GB of 16.0 GB available	≈ 204K tokensmax 1M
Qwen/Qwen3-VL-2B-Thinking-FP8Dense + vision	2.44B1.72B active	As published3.47 GB of 16.0 GB available	≈ 107K tokensmax 256K
bartowski/FrogNano-4B-2609-GGUFDense	4.33B	BF168.67 GB of 16.0 GB available	≈ 217K tokensmax 256K
deepgrove/maple-preview-GGUFMoE	20.2B1.18B active	maple-preview-TQ2_0-head-F166.35 GB of 16.0 GB available	Full 128K
LiquidAI/d1-2B-GGUF	1.73B	BF163.47 GB of 16.0 GB available	Full 125K
XiaomiMiMo/MiMo-V2.6-Distill-Qwen-9BDense + vision	9.41B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
openbmb/MiniCPM-OCR-1.0Dense + vision	1.30B778M active	As published2.60 GB of 16.0 GB available	Full 256K
DavidAU/Qwen3.8-27B-TWIN-TURBO-Fable-Cold-Fusion-709-ULTRA-HERETIC-Uncensored-NM-DAU-NEO-MTP-GGUFDense	27.3B	IQ4_XS15.3 GB of 16.0 GB available	≈ 8K tokensmax 256K
agentionai/Signal-3.8-27B-GGUFDense	27.3B	Q3_K_XL15.1 GB of 16.0 GB available	≈ 11K tokensmax 256K
webAI-Official/Air-26B-A4B-ggufMoE	25.2B3.82B active	Air-26B-A4B13.5 GB of 16.0 GB available	≈ 25K tokensmax 256K
JetBrains/Qwen3.8-3.6-27B-blend-GGUFDense	27.3B	IQ4_XS14.3 GB of 16.0 GB available	≈ 24K tokensmax 256K
paradigma-inc/limite-1b-violettoDense	1.04B	As published2.07 GB of 16.0 GB available	Full 128K
moonshotai/Kimi-VL-A3B-ThinkingMoE + vision	16.4B2.58B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 128K
xiaomi-research/Xiaomi-OCR-0Dense + vision	873M773M active	As published1.75 GB of 16.0 GB available	Full 256K
LiquidAI/LFM2.5-24B-A2BMoE	24.0B2.45B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 120K tokensmax 128K
moonshotai/Moonlight-16B-A3BMoE	16.0B2.58B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 8K
0bserverx/Qwen3.8-27B-Heretic-GSQ-RCO-GGUFDense	27.3B	IQ3_S12.2 GB of 16.0 GB available	≈ 54K tokensmax 256K
SC117/Spark-X2.6-4B-abliterated-FIT-GGUFDense	4.11B	BF168.23 GB of 16.0 GB available	≈ 204K tokensmax 1M
IFM/K2-Horizon-0.9BDense	1.08B	As published2.16 GB of 16.0 GB available	Full 128K
bartowski/Cloudflare_clef-flash-GGUFDense	9.08B8.06B active	Q8_09.68 GB of 16.0 GB available	≈ 187K tokensmax 256K
HemmingwayAI/Hemmingway-1Dense	27.3B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
deepseek-ai/DeepSeek-Coder-V2-Lite-BaseMoE	15.7B2.45B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 160K
ccore/Qwen3.5-4B-GLB-3D-CoderDense + vision	4.54B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
TokenRhythm/NeoHorse-1-9BDense	8.95B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
LiquidAI/LFM3-VL-2B	1.92B	As published3.84 GB of 16.0 GB available	Full 125K
tencent/Hy-Memory-30B-A3B-GGUFMoE	30.1B3.20B active	Q3_K_M14.4 GB of 16.0 GB available	≈ 15K tokensmax 256K
Alissonerdx/Molmo2-8B-Minimax-H3Dense + vision	16.7B	As published9.29 GB of 16.0 GB available	Full 36K
nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-BF16	3.98B	As published7.95 GB of 16.0 GB available	≈ 42K tokensmax 256K
openbmb/MiniCPM-OCR-1.0-ggufDense	752M	F161.52 GB of 16.0 GB available	Full 256K
nvidia/Nemotron-3.5-Parse	631M	As published2.52 GB of 16.0 GB available	Full 16K
Altworld/Hemmingway-1Dense	27.3B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
huihui-ai/Huihui-GLM-5.3-abliterated-GGUFDense	9.14B	Huihui-GLM-5.3-abliterated-GGUF-patch-Q2-16.45 GB of 16.0 GB available	Not knowncontext figures missing
abenzerps/Nanbeige4.3-33B-GSQ-RCO-GGUFDense	33.1B	IQ3_XS14.8 GB of 16.0 GB available	≈ 5K tokensmax 512K
Kujira/Underdog-Saluki-27B-1.0-MTP-Abliterated-GGUFDense	27.3B	Underdog-Saluki-27B-1.0-IQ2-mix-MTP-abliterated8.35 GB of 16.0 GB available	≈ 112K tokensmax 256K
Qwen/Qwen3-4B-Thinking-2507-FP8Dense	4.41B	As published5.19 GB of 16.0 GB available	≈ 72K tokensmax 256K
peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUFDense	2.52B2.25B active	Q8_K_M2.93 GB of 16.0 GB available	Full 128K
bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUFDense	8.95B7.94B active	Q8_09.55 GB of 16.0 GB available	≈ 191K tokensmax 256K
DavidAU/LFM2.5-8B-A1B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUFMoE	8.47B1.69B active	Q8_09.26 GB of 16.0 GB available	Full 125K
GrootTeam/Groot-19B-A3B-261023-GGUFMoE	19.0B2.94B active	Q4_K_M11.7 GB of 16.0 GB available	≈ 204K tokensmax 256K
XHToken/Spark-X2.6-1.7B-GGUFDense	1.98B1.71B active	Spark-X2.6-1.7B3.42 GB of 16.0 GB available	≈ 855K tokensmax 1M
AtomicChat/LFM3-1.7B-GGUF	1.73B	Q8_01.85 GB of 16.0 GB available	Full 256K
Kujira/Underdog-Saluki-27B-1.0-MTP-GGUFDense	27.3B	Underdog-Saluki-27B-1.0-IQ2-mix-MTP8.35 GB of 16.0 GB available	≈ 112K tokensmax 256K
xtools-at/DeepSeek-V4-Pro-Qwen3.5-4B-UNCENSORED-hereticDense + vision	4.66B	As published9.32 GB of 16.0 GB available	≈ 198K tokensmax 256K
Edge0/Edge0-8B-A1B-previewMoE	7.95B1.20B active	As published4.56 GB of 16.0 GB available	Not knowncontext figures missing
LiquidAI/d1-2B	1.92B	As published3.84 GB of 16.0 GB available	Full 125K
ProCreations/Ternary-Bonsai-2-27B-MTP	425M	As published849 MB of 16.0 GB available	Not knowncontext figures missing
h2oai/h2o-lightning-4bDense + vision	4.66B	As published9.32 GB of 16.0 GB available	≈ 198K tokensmax 256K
LiquidAI/LFM2.5-24B-A2B-MLX-4bitMoE	24.0B2.45B active	As published13.6 GB of 16.0 GB available	≈ 116K tokensmax 128K
Qwen/Qwen-Drive-1.0-4BDense + vision	4.54B	As published9.08 GB of 16.0 GB available	Not knowncontext figures missing
DeepHat/DeepHat-V1-7BDense	7.62B	As published15.2 GB of 16.0 GB available	≈ 13K tokensmax 32K
bartowski/NousResearch_Arete-27B-GGUFDense	26.9B	IQ4_XS15.2 GB of 16.0 GB available	≈ 9K tokensmax 256K
saidutta69/Qwen3.5-4B-hereticDense + vision	4.54B	As published9.08 GB of 16.0 GB available	≈ 205K tokensmax 256K
LiquidAI/LFM3-1.7B-Base	1.73B	As published3.46 GB of 16.0 GB available	Full 256K
Qwen/Qwen3-VL-8B-Thinking-GGUFDense	8.19B	Q8_08.71 GB of 16.0 GB available	≈ 48K tokensmax 256K
ATH-MaaS/OvisOCR3Dense + vision	853M752M active	As published1.71 GB of 16.0 GB available	Full 256K
saidutta69/MiniCPM-V-4.7-1B-hereticDense + vision	1.55B778M active	As published3.11 GB of 16.0 GB available	Full 256K
Qwen/Qwen2-VL-2BDense + vision	2.21B1.54B active	As published4.42 GB of 16.0 GB available	Full 32K
bartowski/Altworld_Hemmingway-1-GGUFDense	27.3B	IQ4_XS15.5 GB of 16.0 GB available	≈ 6K tokensmax 256K
SeerRay-Lab/Xiaomi-OCR-0Dense + vision	873M773M active	As published1.75 GB of 16.0 GB available	Full 256K
Qwen/Qwen2.5-Coder-14BDense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 32K
openbmb/MiniCPM-SALADense	9.48B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 318K tokensmax 512K
tencent/WeVisOne-VL-2BDense + vision	2.44B1.72B active	As published4.88 GB of 16.0 GB available	≈ 95K tokensmax 256K
webAI-Official/TwIL-LM3-ProDense	3.66B	As published7.32 GB of 16.0 GB available	≈ 103K tokensmax 128K
Jackrong/Qwopus3-5-9B-Coder-Flash-GGUFDense	9.20B7.94B active	Q8_09.79 GB of 16.0 GB available	≈ 184K tokensmax 256K
TaichuAI/ZDTaichu5.0-9BDense + vision	9.79B8.13B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
Qwen/Qwen3-VL-4B-Thinking-GGUFDense	4.02B	F168.05 GB of 16.0 GB available	≈ 53K tokensmax 256K
tencent/Youtu-Parsing-OmniDense + vision	5.33B	As published10.7 GB of 16.0 GB available	≈ 113K tokensmax 1M
internlm/Intern-Decision-0.8BDense + vision	853M752M active	As published1.71 GB of 16.0 GB available	Full 256K
zgcagi/ZGCM-1-7BDense	7.39B	As published14.8 GB of 16.0 GB available	≈ 57K tokensmax 256K
basecompute/Qwen3.8-27B-BaseQuant-V1Dense	26.9B	Qwen3.8-27B-BaseQuant-V1-Small10.9 GB of 16.0 GB available	≈ 73K tokensmax 256K
Hikari07jp/MiMo-V2.6-Distill-Qwen-9B-AblitratedDense + vision	9.41B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
jialinyyzz/humanizer-GGUFDense	11.9B	Q8_012.7 GB of 16.0 GB available	≈ 20K tokensmax 256K
XHToken/Spark-X2.6-1.7B	1.71B	As published3.42 GB of 16.0 GB available	≈ 856K tokensmax 1M
empero-ai/Qwen3.8-2B-DistillDense + vision	2.27B1.94B active	As published4.55 GB of 16.0 GB available	Full 256K
bytkim/Qwen3.8-27B-pi-GGUFDense	26.9B	IQ4_XS15.1 GB of 16.0 GB available	≈ 11K tokensmax 256K
HuggingFaceBio/Carbon-XDense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
fastino/GLiDE-27BDense + vision	26.1B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 17K tokensmax 256K
openbmb/MiniCPM-V-4.7-35B-A3B-DSpark	389M	As published778 MB of 16.0 GB available	Full 256K
tencent/WeVisOne-VL-4BDense + vision	4.83B4.02B active	As published9.66 GB of 16.0 GB available	≈ 42K tokensmax 256K
kaushikvira/DeepSeek-V4.1-Flash-1017-GSQ-agentic-strataDense + vision	14.7B	Q2_K5.66 GB of 16.0 GB availableunder 3 bits: noticeably lower quality	Not knowncontext figures missing
OrionLLM/OxCoder-9BDense + vision	9.41B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
deepgrove/maple-previewMoE	20.2B1.18B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 128K
mohit67890/imajev-4bDense	123M	As published490 MB of 16.0 GB available	Not knowncontext figures missing
taobao-mnn/MNN-Pocket-0.3BDense	362M303M active	As published723 MB of 16.0 GB available	Full 40K
thesysdev/OUI-1MoE + vision	25.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 30K tokensmax 256K
AtomicChat/LFM3-1.7B-Uncensored-GGUF	1.73B	Q6_K1.59 GB of 16.0 GB available	Full 256K
Abiray/Hemmingway-1-heretic-GGUFDense	27.3B	Q3_K_M13.5 GB of 16.0 GB available	≈ 35K tokensmax 256K
ggml-org/MiMo-V2.6-Distill-Qwen-9B-GGUFDense	8.95B7.94B active	Q8_09.53 GB of 16.0 GB available	≈ 191K tokensmax 256K
openbmb/MiniCPM-OCR-JevDense + vision	2.21B1.88B active	As published4.43 GB of 16.0 GB available	Full 256K
XHToken/Spark-X2.6-4B-Base	4.11B	As published8.22 GB of 16.0 GB available	≈ 204K tokensmax 1M
terrorswift/REDCELL-26B-A4B-OSINT-Cyber-APEX-GGUFMoE	25.2B3.82B active	REDCELL-26B-A4B-OSINT-Cyber-APEX-I-Compact14.7 GB of 16.0 GB available	≈ 11K tokensmax 256K
aj9o9/Qwen3.8-27B-DSpine-b16-GGUF	2.03B	BF164.06 GB of 16.0 GB available	Full 256K
Qwen/Qwen3-14B-MLX-4bitDense	14.8B	As published7.85 GB of 16.0 GB available	Full 40K
emperorofrome/GmcoderDense + vision	9.41B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
XHToken/Spark-X2.6-4B-DSpark-GGUF	624M	Spark-X2.6-4B-DSpark1.25 GB of 16.0 GB available	Full 1M
DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTPDense + vision	9.65B8.18B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
XHToken/Spark-X2.6-4B-FP8	4.11B	As published4.45 GB of 16.0 GB available	≈ 304K tokensmax 1M
HemmingwayAI/Hemmingway-1.5Dense	27.3B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
Qwen/Qwen3-8B-MLX-4bitDense	8.19B	As published4.35 GB of 16.0 GB available	Full 40K
ceia-br/lumi-4b	3.97B	As published7.95 GB of 16.0 GB available	Not knowncontext figures missing
summerAIO/Diffusion-Qwen3.8-27BDense	26.9B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 11K tokensmax 256K
Qwen/Qwen3-VL-2B-Thinking-GGUFDense	1.72B	F163.45 GB of 16.0 GB available	≈ 107K tokensmax 256K
togethercomputer/Tev1-4B-experimentalDense + vision	4.66B	As published9.32 GB of 16.0 GB available	≈ 198K tokensmax 256K
divagr1925/Qwen3.5-4B-QwenputerDense	9.36B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
sensenova/SenseNova-Loop-9B-PreviewDense + vision	9.66B8.18B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
tencent/Qwen3.8-27B-DSpine-b16	2.03B	As published4.05 GB of 16.0 GB available	Full 256K
jinaai/jina-ocr-v1MoE + vision	3.37B708M active	As published6.74 GB of 16.0 GB available	Full 32K
XHToken/Spark-X2.5-4B-Base	4.11B	As published8.22 GB of 16.0 GB available	≈ 204K tokensmax 1M
Qwen/Qwen3-4B-MLX-4bitDense	4.02B	As published2.14 GB of 16.0 GB available	Full 64K
dealignai/Nanbeige4.3-33B-UNCENSORED-GGUFDense	33.1B	IQ2_XXS9.33 GB of 16.0 GB availableunder 3 bits: noticeably lower quality	≈ 31K tokensmax 512K
xtools-at/DeepSeek-V4-Pro-Qwen3.5-9B-UNCENSORED-hereticDense + vision	9.65B8.18B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
LiquidAI/LFM2.5-24B-A2B-FP8MoE	24.0B2.45B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 120K tokensmax 128K
Qwen/Qwen3-0.6B-MLX-4bitDense	596M	As published317 MB of 16.0 GB available	Full 38K
datalab-to/surya-ocr-2.5Dense + vision	689M589M active	As published1.38 GB of 16.0 GB available	Full 256K
Qwen/Qwen2-VL-7BDense + vision	8.29B7.07B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 32K
Qwen/WebWorld-8BDense	8.19B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
Qwen/Qwen3-4B-SafeRLDense	4.02B	As published8.04 GB of 16.0 GB available	Full 40K
XHToken/Spark-X2.6-1.7B-Base	1.71B	As published3.42 GB of 16.0 GB available	≈ 856K tokensmax 1M
Jackrong/DeepSeek-V4-Pro-Qwen3.5-9BDense + vision	9.65B8.18B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
IFM/K2-Type-0.9BDense	1.08B	As published2.16 GB of 16.0 GB available	Full 128K
Octen/Octen-WebGR-0.6BDense	730M	As published1.46 GB of 16.0 GB available	Full 32K
lukey03/Qwen3.5-9B-abliteratedDense	8.95B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
microsoft/Sentiment-Analysis-7BDense	7.24B	As published14.5 GB of 16.0 GB available	≈ 11K tokensmax 32K
Octen/Octen-WebGR-4BDense	4.36B	As published8.72 GB of 16.0 GB available	Full 32K
p-e-w/Oc-e-Non-v1Dense	4.02B	As published8.04 GB of 16.0 GB available	≈ 53K tokensmax 256K
GroundingPI/GroundAnything-VLMDense + vision	4.84B4.02B active	As published9.69 GB of 16.0 GB available	≈ 42K tokensmax 256K
Qwen/Qwen3-VL-4B-Thinking-FP8Dense + vision	4.83B4.02B active	As published6.02 GB of 16.0 GB available	≈ 66K tokensmax 256K
google/DiarizationLM-Gemma-4-E4B-v1Dense + vision	8.00B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 128K
allenai/AstaBrief_8BDense	8.19B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
Qwen/Qwen3-1.7B-MLX-4bitDense	1.72B	As published914 MB of 16.0 GB available	Full 64K
mlabonne/LFM2.5-230M-Chess	231M	As published461 MB of 16.0 GB available	Full 125K
Qwen/WebWorld-14BDense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
Qwen/Qwen3-0.6B-GPTQ-Int8Dense	596M	As published763 MB of 16.0 GB available	Full 40K
LiquidAI/d1-omni-600M-GGUF	381M	BF16764 MB of 16.0 GB available	Full 125K
abacusai/Smaug-HumanizerDense + vision	12.0B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 133K tokensmax 256K
Mapika/decider-2b-visionDense + vision	2.21B1.88B active	As published4.43 GB of 16.0 GB available	Full 256K
Cactus-Compute/mirage	54.1M	As published216 MB of 16.0 GB available	Not knowncontext figures missing
Qwen/Qwen3-1.7B-GPTQ-Int8Dense	1.72B	As published2.07 GB of 16.0 GB available	Full 40K
sensenova/SenseNova-6.8-Code2VideoDense + vision	27.4B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
sabicap/sabi-noemaDense + vision	27.4B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
Qwen/Qwen3-8B-MLX-8bitDense	8.19B	As published8.45 GB of 16.0 GB available	Full 40K
amazon/ALoDLM-8BDense	8.19B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
Qwen/Qwen3-14B-MLX-6bitDense	14.8B	As published11.5 GB of 16.0 GB available	≈ 27K tokensmax 40K
LiquidAI/LFM2.5-VL-3B-DSpark	279M	As published559 MB of 16.0 GB available	Full 125K
scratchyone/anon-1bDense	1000M	As published2.60 GB of 16.0 GB available	Full 32K
maritaca-ai/S5-nanoDense + vision	4.66B	As published9.32 GB of 16.0 GB available	≈ 198K tokensmax 256K
ibm-granite/granite-switch-4.1-8b	8.78B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Not knowncontext figures missing
Qwen/Qwen3-14B-MLX-8bitDense	14.8B	As published15.2 GB of 16.0 GB available	≈ 5K tokensmax 40K
nvidia/Flora-CaptionerDense + vision	27.4B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
manuelgscom/dale-0.8b-GGUFDense	752M	Q4_K_M529 MB of 16.0 GB available	Full 256K
SeerRay-Lab/Xiaomi-Lens-0Dense + vision	4.62B	As published9.24 GB of 16.0 GB available	≈ 200K tokensmax 256K
Qwen/Qwen3-0.6B-MLX-8bitDense	596M	As published615 MB of 16.0 GB available	Full 40K
LastMachine/Qwen3-8B-ZeroZero-HereticDense	8.19B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
Qwen/Qwen3-1.7B-MLX-8bitDense	1.72B	As published1.77 GB of 16.0 GB available	Full 40K
169Pi/Alpie_seedDense + vision	9.41B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
Qwen/Qwen3-8B-MLX-6bitDense	8.19B	As published6.40 GB of 16.0 GB available	Full 40K
Qwen/Qwen3-4B-MLX-8bitDense	4.02B	As published4.15 GB of 16.0 GB available	Full 40K
nvidia/NV-Reason-CTDense + vision	5.32B4.21B active	As published10.6 GB of 16.0 GB available	≈ 158K tokensmax 256K
lightonai/LightOnOCR-3-1BDense + vision	1.01B596M active	As published2.01 GB of 16.0 GB available	Full 16K
Qwen/Qwen3-1.7B-MLX-bf16Dense	1.72B	As published3.44 GB of 16.0 GB available	Full 40K
deepseek-ai/ESFT-token-translation-liteMoE	865M81.1M active	As published1.73 GB of 16.0 GB available	Not knowncontext figures missing
deepseek-ai/ESFT-token-summary-liteMoE	1.16B109M active	As published2.32 GB of 16.0 GB available	Not knowncontext figures missing
Qwen/Qwen3-8B-MLX-bf16Dense	8.19B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
Qwen/Qwen3-1.7B-MLX-6bitDense	1.72B	As published1.34 GB of 16.0 GB available	Full 40K
JonathanColetti/Qwen3.5-0.8B-Astra-WeightEditDense + vision	873M773M active	As published1.75 GB of 16.0 GB available	Full 256K
microsoft/AesCode-8BDense + vision	8.77B7.57B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 73K tokensmax 256K
Qwen/Qwen3-0.6B-MLX-6bitDense	596M	As published466 MB of 16.0 GB available	Full 40K
deepseek-ai/ESFT-token-law-liteMoE	1.48B139M active	As published2.96 GB of 16.0 GB available	Not knowncontext figures missing
deepseek-ai/ESFT-token-code-liteMoE	1.94B182M active	As published3.88 GB of 16.0 GB available	Not knowncontext figures missing
Qwen/Qwen3-4B-MLX-6bitDense	4.02B	As published3.14 GB of 16.0 GB available	Full 40K
deepseek-ai/ESFT-token-math-liteMoE	1.38B129M active	As published2.75 GB of 16.0 GB available	Not knowncontext figures missing
deepseek-ai/ESFT-vanilla-liteMoE	15.7B2.45B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 4K
deepseek-ai/ESFT-token-intent-liteMoE	1.60B150M active	As published3.20 GB of 16.0 GB available	Not knowncontext figures missing
deepseek-ai/ESFT-gate-law-liteMoE	1.65B155M active	As published3.30 GB of 16.0 GB available	Not knowncontext figures missing
deepseek-ai/ESFT-gate-code-liteMoE	2.34B220M active	As published4.69 GB of 16.0 GB available	Not knowncontext figures missing
Qwen/Qwen3-14B-MLX-bf16Dense	14.8B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 40K
deepseek-ai/ESFT-gate-translation-liteMoE	1.06B98.9M active	As published2.11 GB of 16.0 GB available	Not knowncontext figures missing
deepseek-ai/ESFT-gate-summary-liteMoE	1.74B163M active	As published3.48 GB of 16.0 GB available	Not knowncontext figures missing
deepseek-ai/ESFT-gate-math-liteMoE	1.58B148M active	As published3.17 GB of 16.0 GB available	Not knowncontext figures missing
deepseek-ai/ESFT-gate-intent-liteMoE	2.14B200M active	As published4.27 GB of 16.0 GB available	Not knowncontext figures missing
RikiyaT/Qwen3.5-0.8B-weight-space-programmingDense + vision	873M773M active	As published1.75 GB of 16.0 GB available	Full 256K
gugujiji/novel-humanize-4bDense	4.02B	As published8.04 GB of 16.0 GB available	Full 40K
Qwen/Qwen3-0.6B-MLX-bf16Dense	596M	As published1.19 GB of 16.0 GB available	Full 40K
nvidia/NVIDIA-Nemotron-3.5-Bolt-E4B-BF16Dense + vision	8.00B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 64K
Qwen/Qwen3-4B-MLX-bf16Dense	4.02B	As published8.04 GB of 16.0 GB available	Full 40K
apple/LensVLM-9BDense + vision	9.41B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
notnotsamuel/LFM2.5-350M-RLCD	354M	As published709 MB of 16.0 GB available	Full 125K
nvidia/NVIDIA-Nemotron-3.5-Bolt-E4B-4GB	7.52B	Q4_K_M6.18 GB of 16.0 GB available	Full 64K
nota-ai/Nemotron-3.5-Lightning-30B-A3B-Nota-Ternary-MLX-1014MoE	33.0B4.99B active	As published10.2 GB of 16.0 GB available	Not knowncontext figures missing
BAAI/AREX-2Dense + vision	27.4B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
GrootTeam/Groot-19B-A3B-261023MoE + vision	19.4B3.00B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 239K tokensmax 256K
DavidAU/Qwen3.8-40B-Ultimate-Heretic-Uncensored-Turbo-Brilliance-50x-AGI-NEO-GGUFDense	39.5B	IQ2_M14.5 GB of 16.0 GB availableunder 3 bits: noticeably lower quality	≈ 12K tokensmax 256K
lightonai/colgrep-agent-2BDense	2.52B2.25B active	As published5.03 GB of 16.0 GB available	Full 128K
summerAIO/Qwen3.8-27B-Longbook27-v2Dense	27.1B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
fastino/GLiDEDense + vision	26.1B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 17K tokensmax 256K
JetBrains/Mellum2.1-12B-A2.5B-ThinkingMoE	12.1B2.21B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 128K
lightonai/LightOnOCR-3-0.8BDense + vision	853M752M active	As published1.71 GB of 16.0 GB available	Full 256K
lightonai/LightOnOCR-3-4BDense + vision	4.54B	As published9.08 GB of 16.0 GB available	≈ 205K tokensmax 256K
LiquidAI/LFM2.5-24B-A2B-GGUFMoE	24.0B2.45B active	Q4_K_M14.5 GB of 16.0 GB available	≈ 70K tokensmax 128K
AxiomicLabs/GPT-X3-150MDense	149M	As published598 MB of 16.0 GB available	Not knowncontext figures missing
ML-Intern-lab/Qwen3.5-0.8B-weight-space-programmingDense + vision	873M773M active	As published1.75 GB of 16.0 GB available	Full 256K
LiquidAI/d1-omni-600M	587M	As published2.35 GB of 16.0 GB available	Full 125K
LiquidAI/d1-3B-GGUF	2.70B	BF165.40 GB of 16.0 GB available	Full 32K
LiquidAI/d1-3B	3.12B	As published6.25 GB of 16.0 GB available	Full 32K
Hcompany/Holo4-27BDense + vision	27.4B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
black-forest-labs/flux-3-image-klein-pupDense + vision	9.41B7.94B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	Full 256K
unsloth/flint-GGUFMoE	39.8B2.52B active	UD-IQ3_XXS14.5 GB of 16.0 GB available	≈ 49K tokensmax 256K
LiquidAI/LFM2.5-24B-A2B-BaseMoE	24.0B2.45B active	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 120K tokensmax 128K
DavidAU/Qwen3.8-27B-Jumbo-Fusion-IQ-747-900-Turbo-Brilliance-50X-Reasoning-Instruct-NEO-MAX-MTP-GGUFDense	27.3B	IQ4_XS15.3 GB of 16.0 GB available	≈ 8K tokensmax 256K
unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF	7.52B	BF1615.1 GB of 16.0 GB available	≈ 30K tokensmax 128K
internlm/Intern-Decision-4BDense + vision	4.54B	As published9.08 GB of 16.0 GB available	≈ 205K tokensmax 256K
NousResearch/Arete-27BDense + vision	27.4B	4-bit (estimate)no such file here: roughly what a 4-bit GGUF would take	≈ 7K tokensmax 256K
incoai/Qwen3.8-Flash-Next-DFlash2	603M	As published1.21 GB of 16.0 GB available	Full 256K
ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUFDense	27.3B	IQ3_S12.1 GB of 16.0 GB available	≈ 56K tokensmax 256K
microsoft/Mage-VL-CoworkDense + vision	4.74B4.02B active	As published9.48 GB of 16.0 GB available	≈ 43K tokensmax 256K

Assumes 67% of the Mac's memory is usable (macOS's default limit for the GPU; it can be raised). Context memory is for one conversation. GGUF repos use their largest file that fits; other repos use the published weights, or a 4-bit estimate when only that would fit.