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// Open-model VRAM table · family

MiniMax: local deployment & VRAM

11 open-weight models from MiniMax (15 official repos incl. quantised builds). At 4-bit they range from 155 GB (MiniMax-M2.7) to 305 GB (MiniMax-VL-01).

official orgs: MiniMaxAIlatest 2026-08-07memory = estimate

01Text LLM (7)

ModelParamsContextBF164-bitSmallest GPU (4-bit)Mac (4-bit)LicenceReleased
MiniMax-M2.7228.7B 200K 506 GB155 GB 4 × RTX PRO 6000 (384GB)Mac 256GB Custom licence – read it2026-04-09
MiniMax-M2.5228.7B 192K 506 GB155 GB 4 × RTX PRO 6000 (384GB)Mac 256GB Commercial with conditions2026-02-12
MiniMax-M2.1228.7B 192K 506 GB155 GB 4 × RTX PRO 6000 (384GB)Mac 256GB Commercial with conditions2025-12-20
MiniMax-M2230B / 10B 192K 509 GB156 GB 4 × RTX PRO 6000 (384GB)Mac 256GB Commercial with conditions2025-10-22
MiniMax-M1-80k456B / 45.9B — 1.00 TB305 GB 4 × RTX PRO 6000 (384GB)Mac 512GB Commercial OK2025-06-13
MiniMax-M1-40k456B / 45.9B — 1.00 TB305 GB 4 × RTX PRO 6000 (384GB)Mac 512GB Commercial OK2025-06-05
MiniMax-Text-01-hf456B / 45.9B 4M 1.00 TB305 GB 4 × RTX PRO 6000 (384GB)Mac 512GB Custom licence – read it2025-06-03

02Vision-language (2)

ModelParamsContextBF164-bitSmallest GPU (4-bit)Mac (4-bit)LicenceReleased
MiniMax-M3428B / 23B 1M 942 GB286 GB 4 × RTX PRO 6000 (384GB)Mac 512GB Custom licence – read it2026-06-02
MiniMax-VL-01456.4B 8K 1.00 TB305 GB 4 × RTX PRO 6000 (384GB)Mac 512GB Licence not stated2025-01-12

03Text-to-speech / audio (1)

ModelParamsBF164-bitSmallest GPU (4-bit)Mac (4-bit)LicenceReleased
MiniMax-Music32.43B 5.9 GB2.1 GB 8GB GPUMac 16GB Licence not stated2026-08-07

04Video generation (1)

ModelParamsBF164-bitSmallest GPU (4-bit)Mac (4-bit)LicenceReleased
MiniMax-H333.1B 73.4 GB22.6 GB RTX 5090 32GBMac 64GB Custom licence – read it2026-07-28

05Other families

Qwen · IBM Granite · NVIDIA Nemotron · Gemma · Mistral / Magistral / Devstral · GLM / CogVideoX (Z.ai) · DeepSeek · Ai2 OLMo / Molmo · Ant Ling / Ring / Ming · Liquid LFM · MiniCPM / VoxCPM · Tencent Hunyuan / Hy · Phi · Llama · Meituan LongCat · Jina embeddings & rerankers · Wan · Kimi · Cohere Command / Aya · Xiaomi MiMo · FLUX · Microsoft VibeVoice / Fara / Harrier · InternLM / Intern-S · StepFun Step · Baidu ERNIE · NVIDIA Parakeet / Canary speech · Stable Diffusion / Stable Audio · Yi (01.AI) · ByteDance Seed · SmolLM / SmolVLM · BGE embeddings & rerankers · LTX Video · FunAudioLLM speech · gpt-oss · poolside Laguna · Whisper · Baichuan · Thinking Machines Inkling · xAI Grok · rednote dots

Totals include 10% + 0.5GB overhead and one 8K-token KV cache for text models. Estimates only. Method →

Data updated: Self-host open models(UTC+8)