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Run Olmo-3-7B-Instruct on Lium

Ai2 · Text generation · 7.3B parameters · 14.6 GB BF16 weights · released 2025-11-19
It needs about 18 GB of VRAM. The cheapest setup that runs it is RTX 3090 (24 GB), from $0.16 per hour, billed per second.

Other GPUs that run it

RTX A450020 GBfrom $0.17 / hourRent
L40S48 GBfrom $0.74 / hourRent

How to run it

Rent the pod above, open a terminal over SSH or Jupyter and serve allenai/Olmo-3-7B-Instruct:
vllm serve allenai/Olmo-3-7B-Instruct
Claude Code and Codex can do all of it through the Lium CLI.

Frequently asked questions

How much VRAM does Olmo-3-7B-Instruct need?

About 14.6 GB for the released BF16 weights, so plan on 18 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 Olmo-3-7B-Instruct?

RTX 3090 (24 GB). On Lium that setup costs from $0.16 per hour, billed per second with no minimum.
All open models
For AI agents (CLI install, agent skill, headless signup): llms-full.txt