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Run Ling-Coder-lite on Lium

Ant Group · Text generation · 16.8B parameters · 33.6 GB BF16 weights · released 2025-03-08
It needs about 41 GB of VRAM. The cheapest setup that runs it is RTX A6000 (48 GB), from $0.40 per hour, billed per second.

Other GPUs that run it

2x RTX 309048 GBfrom $0.46 / hourRent
H100 80GB HBM380 GBfrom $3.20 / hourRent

How to run it

Rent the pod above, open a terminal over SSH or Jupyter and serve inclusionAI/Ling-Coder-lite:
vllm serve inclusionAI/Ling-Coder-lite
Claude Code and Codex can do all of it through the Lium CLI.

Frequently asked questions

How much VRAM does Ling-Coder-lite need?

About 33.6 GB for the released BF16 weights, so plan on 41 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 Ling-Coder-lite?

RTX A6000 (48 GB). On Lium that setup costs from $0.40 per hour, billed per second with no minimum.
All open models
For AI agents (CLI install, agent skill, headless signup): llms-full.txt