>>

Run Molmo2-4B on Lium

Ai2 · Vision and text · 4.9B parameters · 19.4 GB FP32 weights · released 2025-12-14
It needs about 24 GB of VRAM. The cheapest setup that runs it is RTX 3090 (24 GB), from $0.18 per hour, billed per second.

Other GPUs that run it

RTX A600048 GBfrom $0.42 / hourRent
H100 PCIe80 GBfrom $1.90 / hourRent

How to run it

Rent the pod above, open a terminal over SSH or Jupyter and serve allenai/Molmo2-4B:
vllm serve allenai/Molmo2-4B
Claude Code and Codex can do all of it through the Lium CLI.

Frequently asked questions

How much VRAM does Molmo2-4B need?

About 19.4 GB for the released FP32 weights, so plan on 24 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 Molmo2-4B?

RTX 3090 (24 GB). On Lium that setup costs from $0.18 per hour, billed per second with no minimum.
All open models
For AI agents (CLI install, agent skill, headless signup): llms-full.txt