YAMY1234/sglang
SGLang is a fast serving framework for large language models and vision language models.
slowly becoming strong
SGLang is a fast serving framework for large language models and vision language models.
Interactive architecture diagrams for LLM inference, with profile data overlaid (DeepSeek-V4, ...)
A visual, durable command center for running, resuming, and monitoring multiple terminal coding agents.
A Datacenter Scale Distributed Inference Serving Framework
AIPerf is a comprehensive benchmarking tool that measures the performance of generative AI models served by your preferred inference solution.
Open Source Continuous Inference Benchmarking Qwen3.5, DeepSeek, GPTOSS - GB200 NVL72 vs MI355X vs B200 vs GB300 NVL72 vs H100 & soon™ TPUv6e/v7/Trainium2/3
NVIDIA Inference Benchmarks provide recipes in ready-to-use templates for evaluating platform speed. Validate your platform across specific AI use cases across hardware and software combinations.
Collection of SLURM deployment scripts for various hardware + sglang disaggregation variants
A PyTorch native library for training speculative decoding models
A high-throughput and memory-efficient inference and serving engine for LLMs
A benchmark for LLMs on complicated tasks in the terminal
The source of LMSYS website and blogs
TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.
Research prototype of PRISM — a cost-efficient multi-LLM serving system with flexible time- and space-based GPU sharing.
LongBench v2 and LongBench (ACL 25'&24')
FlashInfer: Kernel Library for LLM Serving
FlashMLA: Efficient Multi-head Latent Attention Kernels
An AI based platform that can automatically integrate application requirements from all official websites
My learning notes/codes for ML SYS.
Coursework of Computer Architecture at Tongji University