Deploy Open Models on GPUs

Choose a GPU setup and a capability to find the best open models that fit, and deploy one as an API.

Knowledge · 1× NVIDIA RTX 5090

Ranked by benchmark scores for World knowledge and multi-domain understanding

#	Model	Params	Precision	Max context	Score (0–10)
1	Qwen3.8-27BVerified 2026.08	27.8B	NVFP4	220K	10.00
2	ZAYA1-8B 2026.05	8.8B	FP8	128K	8.52
3	GLM-4.1V-9B-Thinking 2025.07	10.3B	FP16	64K	7.30
4	Cosmos3-Edge 2026.07	3.9B	FP16	128K	7.20
5	Mage-VL 2026.07	4.7B	FP16	118K	7.10
6	Fara-7B 2025.11	8.3B	FP16	125K	6.10
7	Nemotron 3 Nano Omni 2026.04	33B	NVFP4	256K	5.50
8	North-Micro-Vision-Instruct 2026.08	2.5B	FP16	488K	0.06

Deployment verified on HyperAI

Scores aggregate public benchmarks for the selected capability.
Fits usable VRAM with weights plus KV cache at 64K+ context, at the best precision.