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xlite-dev · GitHub
xlite-dev
Develop ML/AI toolkits and ML/AI/CUDA Learning resources.
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📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉
Cuda
5.7k
601
🛠 A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉
C++
4.2k
752
📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉
Python
4.3k
296
📚A curated list of Awesome Diffusion Inference Papers with Codes: Sampling, Cache, Quantization, Parallelism, etc.🎉
Python
334
18
💎An easy-to-use PyTorch library for face landmarks detection: training, evaluation, inference, and 100+ data augmentations.🎉
Python
261
25
⚡️FFPA: Extend FlashAttention-2 with Split-D, achieve ~O(1) SRAM complexity for large headdim, 1.8x~3x↑ vs SDPA.🎉
Cuda
192
8
Repositories
Showing 10 of 31 repositories
cache-dit
Public
Forked from
vipshop/cache-dit
🤗A Training-free and Easy-to-use Cache Acceleration Toolbox for Diffusion Transformers🔥
xlite-dev/cache-dit’s past year of commit activity
Python
4
4
0
0
Updated Jul 24, 2025
diffusers
Public
Forked from
huggingface/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
xlite-dev/diffusers’s past year of commit activity
Python
0
Apache-2.0
6,196
0
0
Updated Jul 24, 2025
Awesome-LLM-Inference
Public
📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉
xlite-dev/Awesome-LLM-Inference’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
Cuda
0
Apache-2.0
166
0
0
Updated Jul 21, 2025
LeetCUDA
Public
📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉
xlite-dev/LeetCUDA’s past year of commit activity
flux-faster
Public
A forked version of flux-fast that makes flux-fast even faster with cache-dit, 3.3x speedup on NVIDIA L20.
xlite-dev/flux-faster’s past year of commit activity
Python
14
0
0
0
Updated Jul 18, 2025
xlite-dev/flux-fast’s past year of commit activity
Python
5
8
0
0
Updated Jul 18, 2025
torchlm
Public
💎An easy-to-use PyTorch library for face landmarks detection: training, evaluation, inference, and 100+ data augmentations.🎉
xlite-dev/torchlm’s past year of commit activity
Python
261
MIT
25
15
0
Updated Jul 16, 2025
SpargeAttn
Public
Forked from
thu-ml/SpargeAttn
SpargeAttention: A training-free sparse attention that can accelerate any model inference.
xlite-dev/SpargeAttn’s past year of commit activity
Cuda
6
Apache-2.0
48
0
0
Updated Jul 14, 2025
nunchaku
Public
Forked from
nunchaku-tech/nunchaku
[ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
xlite-dev/nunchaku’s past year of commit activity
Python
2
Apache-2.0
128
0
0
Updated Jul 14, 2025
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