rednote-machine-learning/RedKnot

sglang-diffusion-add-model

Use when adding a new diffusion model or Diffusers pipeline to SGLang.

sglang-diffusion-ako4all-kernel

Use when optimizing an existing SGLang diffusion kernel with AKO4ALL, including AKO4ALL repo hygiene, custom microbench setup, ncu-guided iteration, and end-to-end denoise validation. Also use when a sibling AKO4ALL repo must be cloned or refreshed before…

sglang-diffusion-benchmark-profile

Use when benchmarking denoise latency or profiling a diffusion bottleneck in SGLang.

sglang-diffusion-modelopt-quant

Use when quantizing a diffusion DiT with NVIDIA ModelOpt and making the resulting FP8 or NVFP4 checkpoint loadable, verifiable, and benchmarkable in SGLang Diffusion.

sglang-diffusion-performance

Use when choosing the fastest SGLang Diffusion flags for a model, GPU, and VRAM budget.