My learning notes for ML SYS.

Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.

Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels

KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)

Ongoing research training transformer models at scale

Mirage Persistent Kernel: Compiling LLMs into a MegaKernel

A fast communication-overlapping library for tensor/expert parallelism on GPUs.

Distributed Compiler based on Triton for Parallel Systems

CUDA Templates and Python DSLs for High-Performance Linear Algebra

Unified Communication X (mailing list - https://elist.ornl.gov/mailman/listinfo/ucx-group)

Infiniband Verbs Performance Tests

remote direct memory access C code

Janus-Series: Unified Multimodal Understanding and Generation Models

The agent engineering platform.

Comprehensive language-agnostic guidelines on variables naming. Home of the A/HC/LC pattern.

Crack LeetCode, not only how, but also why.

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

A 3D object detection system for autonomous driving.

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

Enhanced hierarchical bag-of-word library for C++