Skip to content
English

Switch theme

// Open-model VRAM table · family

Ai2 OLMo / Molmo: local deployment & VRAM

31 open-weight models from Allen Institute for AI (52 official repos incl. quantised builds). At 4-bit they range from 2.4 GB (OLMo-1B-0724-hf) to 672 GB (FlexOlmo-7x7B-1T).

official orgs: allenailatest 2026-05-04memory = estimate

01Text LLM (19)

ModelParamsContextBF164-bitSmallest GPU (4-bit)Mac (4-bit)LicenceReleased
Olmo-Hybrid-7B7.43B 64K 17.9 GB6.5 GB 8GB GPUMac 16GB Commercial OK2026-01-28
Olmo-3.1-32B-Instruct32.2B 64K 72.8 GB23.3 GB RTX 5090 32GBMac 64GB Commercial OK2025-12-10
Olmo-3.1-32B-Think32.2B 64K 72.8 GB23.3 GB RTX 5090 32GBMac 64GB Commercial OK2025-12-10
Olmo-3-7B-Instruct7.3B 64K 19.2 GB8.0 GB 12GB GPUMac 16GB Commercial OK2025-11-19
Olmo-3-32B-Think32.2B 64K 72.8 GB23.3 GB RTX 5090 32GBMac 64GB Commercial OK2025-11-19
Olmo-3-7B-Think7.3B 64K 19.2 GB8.0 GB 12GB GPUMac 16GB Commercial OK2025-11-18
Olmo-3-1125-32B32.2B 64K 72.8 GB23.3 GB RTX 5090 32GBMac 64GB Commercial OK2025-11-04
Olmo-3-1025-7B7.3B 64K 19.2 GB8.0 GB 12GB GPUMac 16GB Commercial OK2025-09-12
FlexOlmo-7x7B-1T1T 4K 2.20 TB672 GB 8 × H200 (1,128GB)— Commercial OK2025-06-11
OLMo-2-0425-1B1.49B 4K 4.8 GB2.6 GB 8GB GPUMac 16GB Commercial OK2025-04-17
OLMo-2-0325-32B-Instruct32.2B 4K 73.6 GB24.1 GB RTX 5090 32GBMac 64GB Commercial OK2025-03-12
OLMoE-1B-7B-0125-Instruct6.92B 4K 16.8 GB6.2 GB 8GB GPUMac 16GB Commercial OK2025-01-27
Llama-3.1-Tulu-3-405B405.9B 128K 898 GB275 GB 4 × RTX PRO 6000 (384GB)Mac 512GB Commercial with conditions2025-01-09
Llama-3.1-Tulu-3-8B8.03B 128K 19.2 GB6.9 GB 8GB GPUMac 16GB Commercial with conditions2024-11-20
OLMo-2-1124-13B13.7B 4K 37.4 GB16.4 GB RTX 4090 24GBMac 36GB Commercial OK2024-11-19
OLMo-2-1124-7B7.3B 4K 20.8 GB9.7 GB 12GB GPUMac 24GB Commercial OK2024-10-29
OLMoE-1B-7B-09246.92B 4K 16.8 GB6.2 GB 8GB GPUMac 16GB Commercial OK2024-07-20
OLMo-7B-0724-hf6.89B 4K 19.9 GB9.4 GB 12GB GPUMac 16GB Commercial OK2024-07-12
OLMo-1B-0724-hf1.28B 4K 4.4 GB2.4 GB 8GB GPUMac 16GB Commercial OK2024-06-15

02Vision-language (12)

ModelParamsContextBF164-bitSmallest GPU (4-bit)Mac (4-bit)LicenceReleased
Molmo2-ER4.85B 16K 12.4 GB4.9 GB 8GB GPUMac 16GB Commercial OK2026-05-04
MolmoWeb-4B ↗4.85B 10K 12.4 GB4.9 GB 8GB GPUMac 16GB Commercial OK2026-03-20
MolmoPoint-8B8.68B 37K 20.8 GB7.5 GB 12GB GPUMac 16GB Commercial OK2026-03-16
Molmo2-4B4.85B 36K 12.4 GB4.9 GB 8GB GPUMac 16GB Commercial OK2025-12-14
Molmo2-8B8.66B 36K 20.8 GB7.5 GB 12GB GPUMac 16GB Commercial OK2025-12-14
Molmo2-O-7B7.76B 64K 21.9 GB10.0 GB 12GB GPUMac 24GB Commercial OK2025-12-14
olmOCR-2-7B-10258.29B 125K 19.2 GB6.5 GB 8GB GPUMac 16GB Commercial OK2025-10-06
olmOCR-7B-0225-preview8.29B 32K 19.2 GB6.5 GB 8GB GPUMac 16GB Commercial OK2025-01-15
Molmo-72B-092473.3B 4K 165 GB52.1 GB 2 × RTX 5090 (64GB)Mac 128GB Commercial OK2024-09-25
Molmo-7B-D-09248.02B 4K 18.6 GB6.3 GB 8GB GPUMac 16GB Commercial OK2024-09-25
Molmo-7B-O-0924 ↗7.67B 4K 21.7 GB9.9 GB 12GB GPUMac 24GB Commercial OK2024-09-25
MolmoE-1B-0924 ↗7.2B / 1.5B 32K 16.3 GB5.3 GB 8GB GPUMac 16GB Commercial OK2024-09-24

03Other families

Qwen · IBM Granite · NVIDIA Nemotron · Gemma · Mistral / Magistral / Devstral · GLM / CogVideoX (Z.ai) · DeepSeek · 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 · MiniMax · 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)