xlite-dev
Develop ML/AI toolkits and ML/AI/CUDA Learning resources.
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- lite.ai.toolkit Public
🛠 A lite C++ AI toolkit: 100+🎉 models (Stable-Diffusion, Face-Fusion, YOLO series, Det, Seg, Matting) with MNN, ORT and TRT.
xlite-dev/lite.ai.toolkit’s past year of commit activity - Awesome-LLM-Inference Public
📚A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, FlashAttention, PagedAttention, MLA, Parallelism etc.
xlite-dev/Awesome-LLM-Inference’s past year of commit activity - statistic-learning-R-note Public
📒统计学习方法-李航: 笔记-从原理到实现, 200-page PDF Notes with detailed explanations of various math formulas, implemented in R.🎉
xlite-dev/statistic-learning-R-note’s past year of commit activity - Awesome-Diffusion-Inference Public
📖A curated list of Awesome Diffusion Inference Papers with codes: Sampling, Caching, Multi-GPUs, etc. 🎉🎉
xlite-dev/Awesome-Diffusion-Inference’s past year of commit activity - ffpa-attn-mma Public
📚FFPA(Split-D): Yet another Faster Flash Attention with O(1) GPU SRAM complexity large headdim, 1.8x~3x↑🎉 faster than SDPA EA.
xlite-dev/ffpa-attn-mma’s past year of commit activity - hgemm-tensorcores-mma Public
⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.
xlite-dev/hgemm-tensorcores-mma’s past year of commit activity - SageAttention Public Forked from thu-ml/SageAttention
Quantized Attention that achieves speedups of 2.1-3.1x and 2.7-5.1x compared to FlashAttention2 and xformers, respectively, without lossing end-to-end metrics across various models.
xlite-dev/SageAttention’s past year of commit activity
