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Run Kimi-Linear-48B-A3B-Instruct on Lium

Moonshot AI · Text generation · 49.1B parameters · 98.2 GB BF16 weights · released 2025-10-30
It needs about 118 GB of VRAM. The cheapest setup that runs it is 4x L40 (192 GB), from $1.32 per hour, billed per second.

Other GPUs that run it

4x RTX A6000192 GBfrom $1.68 / hourRent
8x RTX 5070 Ti128 GBfrom $2.00 / hourRent

How to run it

Rent the pod above, open a terminal over SSH or Jupyter and serve moonshotai/Kimi-Linear-48B-A3B-Instruct:
vllm serve moonshotai/Kimi-Linear-48B-A3B-Instruct --tensor-parallel-size 4
Claude Code and Codex can do all of it through the Lium CLI.

Frequently asked questions

How much VRAM does Kimi-Linear-48B-A3B-Instruct need?

About 98.2 GB for the released BF16 weights, so plan on 118 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 Kimi-Linear-48B-A3B-Instruct?

4x L40 (192 GB). On Lium that setup costs from $1.32 per hour, billed per second with no minimum.
All open models
For AI agents (CLI install, agent skill, headless signup): llms-full.txt