Best LLMs for 6 GB VRAM

Written by Jakub Rusinowski · Last updated July 15, 2026

These are the strongest local models that fit entirely in 6 GB of VRAM, ranked by capability, with the quantization level and estimated tokens/sec needed to fit.

GPUs at This Tier

Ranked Models

Granite 3.0 — Granite 3.0 8B InstructQ4_K_M · 4.83 GB · ~60 tok/s on NVIDIA GeForce RTX 5060
Qwen 2.5 Family — Qwen 2.5 7B InstructQ4_K_M · 4.5885 GB · ~67 tok/s on NVIDIA GeForce RTX 5060
Qwen 3 — Qwen 3 8BQ4_K_M · 4.950749999999999 GB · ~59 tok/s on NVIDIA GeForce RTX 5060
DeepSeek R1 — DeepSeek R1 Distill Llama 8BQ4_K_M · 4.83 GB · ~61 tok/s on NVIDIA GeForce RTX 5060
Qwen3-Coder — Qwen3-Coder 8BQ4_K_M · 4.83 GB · ~61 tok/s on NVIDIA GeForce RTX 5060
Qwen 3.5 (Legacy Listing — Unverified) — Qwen 3.5 7BQ4_K_M · 4.22625 GB · ~68 tok/s on NVIDIA GeForce RTX 5060
Bonsai 27B — 1-bit Bonsai 27B1-bit (binary, ~1.125 bpw) · 3.796875 GB · ~69 tok/s on NVIDIA GeForce RTX 5060
Llama 3.1 Family — Llama 3.1 8B InstructQ4_K_M · 4.83 GB · ~61 tok/s on NVIDIA GeForce RTX 5060
IBM Granite 4.1 — Granite 4.1 8BQ4_K_M · 4.83 GB · ~61 tok/s on NVIDIA GeForce RTX 5060
EXAONE 3.5 — EXAONE 3.5 7.8BQ4_K_M · 4.70925 GB · ~62 tok/s on NVIDIA GeForce RTX 5060
Ministral — Ministral 8BQ4_K_M · 4.8420749999999995 GB · ~60 tok/s on NVIDIA GeForce RTX 5060
Qwen 2.5 VL — Qwen 2.5 VL 7B InstructQ4_K_M · 5.005087499999999 GB · ~62 tok/s on NVIDIA GeForce RTX 5060
StarCoder 2 — StarCoder 2 7BQ4_K_M · 4.347 GB · ~70 tok/s on NVIDIA GeForce RTX 5060
Gemma 3 — Gemma 3 4B InstructQ4_K_M · 2.415 GB · ~99 tok/s on NVIDIA GeForce RTX 5060
Falcon 3 — Falcon 3 7B InstructQ4_K_M · 4.503975 GB · ~65 tok/s on NVIDIA GeForce RTX 5060
Buy This HardwareIntel Arc B570 10GB — 10 GB VRAM · 150 W board powerDeploy in the Cloud NowRTX 4090 on RunPod — from $0.34/hr · rate checked 2026-07

or compare on Vast.ai from $0.35/hr (typical low · varies)

As an Amazon Associate we earn from qualifying purchases. Cloud GPU links are referral links — we may earn a commission at no extra cost to you.

FAQ

What LLMs run well with 6 GB VRAM?

Granite 3.0, Qwen 2.5 Family, Qwen 3, DeepSeek R1, Qwen3-Coder all fit in 6 GB VRAM.

Which GPUs have 6 GB VRAM?

NVIDIA GeForce RTX 5060, NVIDIA GeForce RTX 4060, AMD Radeon RX 9060 XT 8GB, NVIDIA GeForce RTX 5060 Ti 8GB.

Can-I-Run Pages Near 6 GB

Adjacent VRAM Tiers

No discrete GPU?

Buying Guide

← All VRAM Tiers | Check Your Hardware