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@xlite-dev

xlite-dev

Develop ML/AI toolkits and ML/AI/CUDA Learning resources.

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  1. LeetCUDA LeetCUDA Public

    📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉

    Cuda 8k 796

  2. lite.ai.toolkit lite.ai.toolkit Public

    🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉

    C++ 4.3k 760

  3. Awesome-LLM-Inference Awesome-LLM-Inference Public

    📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉

    Python 4.6k 313

  4. Awesome-DiT-Inference Awesome-DiT-Inference Public

    📚A curated list of Awesome Diffusion Inference Papers with Codes: Sampling, Cache, Quantization, Parallelism, etc.🎉

    Python 423 20

  5. torchlm torchlm Public

    💎An easy-to-use PyTorch library for face landmarks detection: training, evaluation, inference, and 100+ data augmentations.🎉

    Python 265 25

  6. ffpa-attn ffpa-attn Public

    🤖FFPA: Extend FlashAttention-2 with Split-D, ~O(1) SRAM complexity for large headdim, 1.8x~3x↑🎉 vs SDPA EA.

    Cuda 221 9

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