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FluxServe

FluxServeFlexible and High-Performance
Diffusion LLM Inference.

Open-source, high-throughput and cost-effectient dLLM serving engine for everyone.

INSIDE FLUXSERVE

Built for the way diffusion generates

01 / ATTENTION

Built for Variable Lengths

Block-causal attention handles variable-length prefill and decoding efficiently, with native FlashInfer and FA4 support

02 / SCHEDULING

Keep the Pipeline Moving

Fine-grained, block-level scheduling keeps requests flowing across the C++ control plane and Python execution path

03 / EXECUTION

Scale Beyond One GPU

Tensor, data, and expert parallelism extend diffusion inference across multi-GPU deployments