Models that run on 32 GB

986 models with published weights that fit in 32 GB — a well-specified laptop. Counted at four-bit quantisation, weights only, leaving the machine about a third of its memory and a gigabyte for context: room for roughly 33 billion parameters. A mixture of experts is counted in full, because it is held in full even though only a few experts compute. 986 in all, a hundred to a page; this is page 1 of 10.

Enough for a thirty-billion-parameter model at four-bit with a long context, or a smaller one at higher precision if quality matters more than size. A practical ceiling for a laptop that also has to be a laptop.

• Qwen3 32BAlibaba32.8B≈21.3 GB at 4-bit17 also selling it hosted
• AM-Thinking-v1am team32.8B≈21.3 GB at 4-bit
• DeepSeek-R1-Distill-Qwen-32B-JapaneseCyberAgent32.8B≈21.3 GB at 4-bit
• K2-ThinkInstitute of Foundation Models32.8B≈21.3 GB at 4-bit
• Qwen2.5 Coder 32B InstructAlibaba32.8B≈21.3 GB at 4-bit11 also selling it hosted
• TinyR1-32B-Previewqihoo36032.8B≈21.3 GB at 4-bit
• openhands-lm-32b-v0.1OpenHands32.8B≈21.3 GB at 4-bit
• DeepSWE-PreviewAgentica32.8B≈21.3 GB at 4-bit
• KAT-DevKwaipilot32.8B≈21.3 GB at 4-bit
• GLM-Z1-32B-0414zai-org32.6B≈21.2 GB at 4-bit
• Olmo 3 32B ThinkAllen Institute for AI (Ai2)32.2B≈21.0 GB at 4-bit
• FLUX.2 [dev]Black Forest Labs32.2B≈20.9 GB at 4-bit1 also selling it hosted
• sarvam-30bSarvam AI32.2B≈20.9 GB at 4-bit
• Baichuan M2 32Bbaichuan32.0B≈20.8 GB at 4-bit2 also selling it hosted
• DeepSeek R1 Distill QWEN 32BDeepSeek32.0B≈20.8 GB at 4-bit6 also selling it hosted
• EXAONE-Deep-32BLGAI-EXAONE32.0B≈20.8 GB at 4-bit
• GLM-4-32B-0414Z.ai32.0B≈20.8 GB at 4-bit3 also selling it hosted
• Olmo-2-0325-32B-InstructAllen Institute for AI (Ai2)32.0B≈20.8 GB at 4-bit
• Olmo-3.1-32B-InstructAllen Institute for AI (Ai2)32.0B≈20.8 GB at 4-bit1 also selling it hosted
• OlympicCoder-32Bopen-r132.0B≈20.8 GB at 4-bit
• OpenReasoning-Nemotron-32BNVIDIA32.0B≈20.8 GB at 4-bit1 also selling it hosted
• OpenThinker-32Bopen-thoughts32.0B≈20.8 GB at 4-bit
• QwQ-32BAlibaba32.0B≈20.8 GB at 4-bit7 also selling it hosted
• QwQ-32B-PreviewAlibaba32.0B≈20.8 GB at 4-bit2 also selling it hosted
• QwQ-R1984-32BVIDraft32.0B≈20.8 GB at 4-bit
• Qwen-SEA-LION-v4-32B-ITaisingapore32.0B≈20.8 GB at 4-bit1 also selling it hosted
• Qwen2.5-32BAlibaba32.0B≈20.8 GB at 4-bit1 also selling it hosted
• Qwen2.5-VL-32B-InstructAlibaba32.0B≈20.8 GB at 4-bit3 also selling it hosted
• QwenLong-L1-32BTongyi-Zhiwen32.0B≈20.8 GB at 4-bit
• Sky-T1-32B-PreviewNovaSky-AI32.0B≈20.8 GB at 4-bit1 also selling it hosted
• UIGEN-X-32B-0727Tesslate32.0B≈20.8 GB at 4-bit
• s1-32Bsimplescaling32.0B≈20.8 GB at 4-bit
• xLAM-2-32b-fc-rSalesforce32.0B≈20.8 GB at 4-bit1 also selling it hosted
• Qwen3-Omni-30B-A3B-CaptionerAlibaba31.7B≈20.6 GB at 4-bit
• NVIDIA Nemotron 3.5 Lightning 30B A3BNVIDIA31.6B≈20.5 GB at 4-bit2 also selling it hosted
• Nemotron 3 Nano 30B A3BNVIDIA31.6B≈20.5 GB at 4-bit10 also selling it hosted
• Nemotron-Cascade-2-30B-A3BNVIDIA31.6B≈20.5 GB at 4-bit
• phonellm-alpha-1Pipecat31.6B≈20.5 GB at 4-bit
• Gemma 4 31BGoogle31.3B≈20.3 GB at 4-bit15 also selling it hosted
• Qwen3 VL 30B A3B InstructAlibaba31.1B≈20.2 GB at 4-bit8 also selling it hosted
• Qwen3 VL 30B A3B ThinkingAlibaba31.1B≈20.2 GB at 4-bit7 also selling it hosted
• Gemma-4-31B-it-assistantGoogle31.0B≈20.2 GB at 4-bit
• Gemma-4-31B-it-pearlpearl-ai31.0B≈20.2 GB at 4-bit
• Qwen3-Coder-30B-A3B-Instruct-FP8Alibaba30.5B≈19.8 GB at 4-bit
• MiroThinker-v1.5-30BMiroMind AI30.5B≈19.8 GB at 4-bit
• Qwen3 30B A3BAlibaba30.5B≈19.8 GB at 4-bit11 also selling it hosted
• Qwen3 30B A3B Instruct 2507Alibaba30.5B≈19.8 GB at 4-bit8 also selling it hosted
• Qwen3 30B A3B Thinking 2507Alibaba30.5B≈19.8 GB at 4-bit4 also selling it hosted
• Qwen3 Coder 30B A3B InstructAlibaba30.5B≈19.8 GB at 4-bit11 also selling it hosted
• Tongyi-DeepResearch-30B-A3BAlibaba-NLP30.5B≈19.8 GB at 4-bit
• Hy-MT2-30B-A3BTencent Hunyuan30.0B≈19.5 GB at 4-bit1 also selling it hosted
• Nemotron-Labs-Audex-30B-A3BNVIDIA30.0B≈19.5 GB at 4-bit
• Ovis2.6-30B-A3BATH-MaaS30.0B≈19.5 GB at 4-bit
• Qwen3 Omni 30B A3B InstructAlibaba30.0B≈19.5 GB at 4-bit2 also selling it hosted
• Qwen3 Omni 30B A3B ThinkingAlibaba30.0B≈19.5 GB at 4-bit2 also selling it hosted
• QwenLong-L1.5-30B-A3BTongyi-Zhiwen30.0B≈19.5 GB at 4-bit
• TildeOpen-30bTildeAI30.0B≈19.5 GB at 4-bit
• Wizard-Vicuna-30B-UncensoredQuixi AI30.0B≈19.5 GB at 4-bit
• WizardLM-30B-UncensoredQuixi AI30.0B≈19.5 GB at 4-bit
• granite-4.1-30bIBM Granite30.0B≈19.5 GB at 4-bit
• Muse Glimmer 30BMeta29.8B≈19.4 GB at 4-bit8 also selling it hosted
• stepvideo-t2vStepFun29.3B≈19.1 GB at 4-bit
• medgemma-27b-itGoogle28.8B≈18.7 GB at 4-bit
• translategemma-27b-itGoogle28.8B≈18.7 GB at 4-bit
• ERNIE 4.5 VL 28B A3BBaidu28.0B≈18.2 GB at 4-bit2 also selling it hosted
• ERNIE-4.5-VL-28B-A3B-ThinkingBaidu28.0B≈18.2 GB at 4-bit1 also selling it hosted
• Huihui-Qwen3.8-27B-abliteratedhuihui-ai27.8B≈18.1 GB at 4-bit
• Qwen3.5-27BAlibaba27.8B≈18.1 GB at 4-bit8 also selling it hosted
• Qwen3.5-27B-Claude-4.6-Opus-Reasoning-DistilledJackrong27.8B≈18.1 GB at 4-bit
• Qwen3.6 27BAlibaba27.8B≈18.1 GB at 4-bit12 also selling it hosted
• Qwen3.8 27BAlibaba27.8B≈18.1 GB at 4-bit12 also selling it hosted
• Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16AEON-727.8B≈18.1 GB at 4-bit
• Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAUDavidAU27.8B≈18.1 GB at 4-bit
• Qwen3.8-27B-UncensoredOrcaRouter27.8B≈18.1 GB at 4-bit
• Swift-Qwen3.8-27bukisai27.8B≈18.1 GB at 4-bit
• deepseek-vl2DeepSeek27.5B≈17.9 GB at 4-bit
• Gemma 3 27BGoogle27.4B≈17.8 GB at 4-bit11 also selling it hosted
• Gemma-3-R1984-27BVIDraft27.4B≈17.8 GB at 4-bit
• gemma-3-27b-it-abliteratedmlabonne27.4B≈17.8 GB at 4-bit
• Gemma 2 27BGoogle27.2B≈17.7 GB at 4-bit4 also selling it hosted
• datagemma-rag-27b-itGoogle27.2B≈17.7 GB at 4-bit
• medgemma-27b-text-itGoogle27.0B≈17.6 GB at 4-bit
• C2S-Scale-Gemma-2-27Bvandijklab27.0B≈17.6 GB at 4-bit
• Fara1.5-27BMicrosoft27.0B≈17.6 GB at 4-bit
• Gemma-SEA-LION-v4-27B-ITaisingapore27.0B≈17.6 GB at 4-bit2 also selling it hosted
• Huihui-Qwen3.5-27B-abliteratedhuihui-ai27.0B≈17.6 GB at 4-bit
• Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16AEON-727.0B≈17.6 GB at 4-bit
• Qwen3.8-27B-DFlash2Z Lab27.0B≈17.6 GB at 4-bit
• Qwythos-27B-v1empero-ai27.0B≈17.6 GB at 4-bit
• harrier-oss-v1-27bMicrosoft27.0B≈17.6 GB at 4-bit
• thinkingcap-qwen3.6-27bsference27.0B≈17.6 GB at 4-bit1 also selling it hosted
• Gemma 4 26B A4B ITGoogle26.0B≈16.9 GB at 4-bit
• Gemma-4-26B-A4B-it-assistantGoogle26.0B≈16.9 GB at 4-bit
• diffusiongemma-26B-A4B-itGoogle25.8B≈16.8 GB at 4-bit
• Gemma 4 26B A4BGoogle25.8B≈16.8 GB at 4-bit7 also selling it hosted
• AriaRhymes.AI25.3B≈16.4 GB at 4-bit
• Voxtral Small 24B 2507Mistral AI24.3B≈15.8 GB at 4-bit4 also selling it hosted
• Dolphin Mistral 24B Venice EditionCognitive Computations24.0B≈15.6 GB at 4-bit1 also selling it hosted
• Mistral Small 3.1 24B Instruct 2503Mistral AI24.0B≈15.6 GB at 4-bit3 also selling it hosted
• Mistral-Small-3.2-24B-Instruct-2506Mistral AI24.0B≈15.6 GB at 4-bit1 also selling it hosted