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xlite-dev / LeetCUDA

An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.

β–² ~14/7d β˜… 12k Cuda today
NVIDIA / cudnn-frontend

cuDNN Frontend is NVIDIA's modern, open-source entry point to the cuDNN library and a growing collection of high-performance open-source kernels.

β–² ~7/7d β˜… 979 Python today
xlite-dev / Awesome-LLM-Inference

πŸ“šA curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.πŸŽ‰

β–² ~0/7d β˜… 5.5k Python 2d ago
zengxiao-he / tessera

From teacher to tiles β€” a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels, FSDP distillation, paged-KV continuous batching, speculative decoding, a Rust gateway, a JAX oracle, and interpretability tooling.

β–² ~0/7d β˜… 558 Python 12d ago
Nathanw1014 / strix-halo-llamacpp

Performance-tuned llama.cpp for AMD Strix Halo (gfx1151): FA + MoE-prefill fixes with a bundled current Mesa driver. Vulkan and HIP; portable dir, Docker, and distrobox.

β–² ~0/7d β˜… 217 Python 13d ago
mohamedhossammohamed / m4-prefill-engine

Low-level Metal inference engine for Apple M4: universal quant formats at MLX parity, 1M-token out-of-core contexts, and speculative decode off flash storage.