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Run CogView4-6B on Lium

Z.ai · Image generation · 6.4B parameters · 31.1 GB BF16 weights · released 2025-03-03
It needs about 38 GB of VRAM. The cheapest setup that runs it is 2x RTX 3090 (48 GB), from $0.38 per hour, billed per second.

Other GPUs that run it

RTX A600048 GBfrom $0.40 / hourRent
H100 80GB HBM380 GBfrom $4.00 / hourRent

How to run it

Rent the pod above, open a terminal over SSH or Jupyter and serve zai-org/CogView4-6B:
vllm serve zai-org/CogView4-6B --tensor-parallel-size 2
Claude Code and Codex can do all of it through the Lium CLI.

Frequently asked questions

How much VRAM does CogView4-6B need?

About 31.1 GB for the released BF16 weights, so plan on 38 GB with room for activations and KV cache at a short context. Longer contexts and bigger batches need more.

What GPU should I rent to run CogView4-6B?

2x RTX 3090 (48 GB). On Lium that setup costs from $0.38 per hour, billed per second with no minimum.
All open models
For AI agents (CLI install, agent skill, headless signup): llms-full.txt