The Prometheus monitoring system and time series database.

An Open Source Machine Learning Framework for Everyone

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

Reference implementations of MLPerf® inference benchmarks

AcadHomepage: A Modern and Responsive Academic Personal Homepage

⏰ Collaboratively track worldwide conference deadlines (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

Intel PMU profiling tools

[TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running mat…

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Microsoft Azure Traces

cluster data collected from production clusters in Alibaba for cluster management research

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

Ongoing research training transformer language models at scale, including: BERT & GPT-2

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Analyzes resource usage and performance characteristics of running containers.

Ganglia Web Frontend

Python - 100天从新手到大师

A fast MoE impl for PyTorch

An interference-aware scheduler for fine-grained GPU sharing

A curated reading list of research in Adaptive Computation, Inference-Time Computation & Mixture of Experts (MoE).

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

HiBench is a big data benchmark suite.

A curated reading list of research in Mixture-of-Experts(MoE).

Python library that makes it easy for data scientists to create charts.

Curve is a sandbox project hosted by the CNCF Foundation. It's cloud-native, high-performance, and easy to operate. Curve is an open-source distributed storage system for block and shared file stor…

Python Implementation of Reinforcement Learning: An Introduction

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)