Google Gemma 4 models detailed: VRAM needs from phones to high-end GPUs

Google has released Gemma 4, offering four model variants with varying VRAM requirements. The smallest model is suitable for devices with minimal memory, while the largest, a 31B Dense model, requires at least 22GB of VRAM and is best suited for GPUs like the RTX 5090. The 26B-A4B MoE variant is highlighted as a balance, fitting on 16GB cards with careful context management, and is recommended for users with 16GB or 24GB GPUs. AI

IMPACT Guides users on selecting appropriate hardware for running Google's Gemma 4 models locally, optimizing performance based on VRAM availability.

RANK_REASON Article provides detailed hardware requirements for a recently released model, focusing on VRAM needs for different variants and quantization levels.

Read on dev.to — LLM tag →

• GeForce RTX 4060 Ti 16GB
• Gemma 4
• Gemma 4 26B-A4B
• Gemma 4 31B Dense
• Gemma 4 E2B
• Gemma 4 E4B
• Nvidia GeForce RTX 5070 Ti
• RTX 3090
• RTX 4090
• RTX 5080
• RTX 5090

• model release
• infra

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →