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AMDWorkstationRadeon Pro W

Radeon Pro W6800 for local AI

Radeon Pro W6800 provides 32 GB of VRAM for local AI. In the LocalIA catalog, 209 out of 242 models run comfortably on a single card.

View all compatible models →Rig around the W6800 ↗
VRAM
32GB
Category
Workstation
Series
Radeon Pro W
Vendor
AMD

Models that run comfortably

These models fit in 32 GB with room for context and stable inference.

Falcon 40Bfalcon25.1 GBcomfortableQ4 · / 32 GB
Command R 35Bcommand26.9 GBcomfortableQ5 · / 32 GB
Aya 23 35Baya26.9 GBcomfortableQ5 · / 32 GB
CodeLlama 34Bcodellama26.1 GBcomfortableQ5 · / 32 GB
Yi 1.5 34Byi26.1 GBcomfortableQ5 · / 32 GB
★dolphin 2.9.1 yi 1.5 34byi26.1 GBcomfortableQ5 · / 32 GB
★Qwen 2.5 32Bqwen24.6 GBcomfortableQ5 · / 32 GB
★Qwen 2.5 Coder 32Bqwen24.6 GBcomfortableQ5 · / 32 GB
★Qwen 3 32Bqwen24.6 GBcomfortableQ5 · / 32 GB
★QwQ 32Bqwq24.6 GBcomfortableQ5 · / 32 GB
★DeepSeek R1 Distill 32Bdeepseek24.6 GBcomfortableQ5 · / 32 GB
Qwen 2.5 VL 32Bqwen24.6 GBcomfortableQ5 · / 32 GB
★Granite 4 H-Small 32B-A9Bgranite24.6 GBcomfortableQ5 · / 32 GB
GLM-4.6glm24.6 GBcomfortableQ5 · / 32 GB
★GLM-4.7glm24.6 GBcomfortableQ5 · / 32 GB
★GLM-5glm24.6 GBcomfortableQ5 · / 32 GB
★GLM-5.1glm24.6 GBcomfortableQ5 · / 32 GB
★Qwen3 32Bqwen24.6 GBcomfortableQ5 · / 32 GB
★Qwen2.5 32B Instructqwen24.6 GBcomfortableQ5 · / 32 GB
★Qwen2.5 Coder 32B Instructqwen24.6 GBcomfortableQ5 · / 32 GB
★DeepSeek R1 Distill Qwen 32Bqwen24.6 GBcomfortableQ5 · / 32 GB
★Gemma 4 31Bgemma23.8 GBcomfortableQ5 · / 32 GB
★Qwen 3 30B A3Bqwen23.1 GBcomfortableQ5 · / 32 GB
MPT 30Bmpt23.1 GBcomfortableQ5 · / 32 GB
★Qwen3 30B A3Bqwen23.1 GBcomfortableQ5 · / 32 GB
★Qwen3 30B A3B Instruct 2507qwen23.1 GBcomfortableQ5 · / 32 GB
★NVIDIA Nemotron 3 Nano 30B A3B BF16nemotron23.1 GBcomfortableQ5 · / 32 GB
★Qwen3 Coder 30B A3B Instructqwen23.1 GBcomfortableQ5 · / 32 GB
★granite 4.1 30bgranite23.1 GBcomfortableQ5 · / 32 GB
★NVIDIA Nemotron 3.5 Lightning 30B A3B BF16nemotron23.1 GBcomfortableQ5 · / 32 GB

Tight models

These models barely fit. They can run, but context and speed will be limited.

★Mixtral 8x7Bmistral29.5 GBtightQ4 · / 32 GB

Unlocked in a 2x rig

With two cards in parallel (64 GB total), larger models become reachable.

★Qwen 2.5 72Bqwen45.3 GBcomfortableQ4 · / 64 GB
Qwen 2.5 VL 72Bqwen45.3 GBcomfortableQ4 · / 64 GB
★Qwen 72Bqwen45.3 GBcomfortableQ4 · / 64 GB
Llama 2 70Bllama53.8 GBcomfortableQ5 · / 64 GB
Llama 3 70Bllama53.8 GBcomfortableQ5 · / 64 GB
Llama 3.1 70Bllama53.8 GBcomfortableQ5 · / 64 GB
★Llama 3.3 70Bllama53.8 GBcomfortableQ5 · / 64 GB
CodeLlama 70Bcodellama53.8 GBcomfortableQ5 · / 64 GB
★DeepSeek R1 Distill 70Bdeepseek53.8 GBcomfortableQ5 · / 64 GB
Hermes 3 70Bhermes53.8 GBcomfortableQ5 · / 64 GB
★Llama 3.1 Nemotron 70Bnemotron53.8 GBcomfortableQ5 · / 64 GB
Athene 70Bathene53.8 GBcomfortableQ5 · / 64 GB
★Llama 3.3 70B Instructllama53.8 GBcomfortableQ5 · / 64 GB

Unlocked in a 4x rig

Server-style configuration (128 GB total) for the largest open-weight models.

Falcon 180Bfalcon113.2 GBtightQ4 · / 128 GB
Mixtral 8x22Bmistral108.3 GBcomfortableQ5 · / 128 GB
★Mistral Large 123Bmistral94.5 GBcomfortableQ5 · / 128 GB
★NVIDIA Nemotron 3 Super 120B A12B BF16nemotron92.2 GBcomfortableQ5 · / 128 GB
★Llama 4 Scout 17Bx16llama83.7 GBcomfortableQ5 · / 128 GB
★Command R+ 104Bcommand79.9 GBcomfortableQ5 · / 128 GB

Similar GPUs

VRAM estimates updated 2026-09-27.