>>
Run Ling-3.0-flash on Lium
Ant Group · Text generation · 127.5B parameters · 255 GB BF16 weights · released 2026-08-02
It needs about 306 GB of VRAM. The cheapest setup that runs it is 8x RTX A6000 (384 GB), from $3.20 per hour, billed per second.
Other GPUs that run it
How to run it
Rent the pod above, open a terminal over SSH or Jupyter and serve inclusionAI/Ling-3.0-flash:
vllm serve inclusionAI/Ling-3.0-flash --tensor-parallel-size 8Claude Code and Codex can do all of it through the Lium CLI.
Frequently asked questions
How much VRAM does Ling-3.0-flash need?
About 255 GB for the released BF16 weights, so plan on 306 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-3.0-flash?
8x RTX A6000 (384 GB). On Lium that setup costs from $3.20 per hour, billed per second with no minimum.
For AI agents (CLI install, agent skill, headless signup): llms-full.txt