qzweng Goto Github PK

2d-bin-packing-heuristic

This repo contains a 2D bin packing strategy that is based on two greedy heuristics.

awesome-rlhf

A curated list of reinforcement learning with human feedback resources (continually updated)

clusterdata

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

clusterdata-cluster-trace-gpu-v2020-data

colossalai

Making large AI models cheaper, faster and more accessible

credentials-nodejs

Alibaba Cloud Credentials for TypeScript/Node.js

credentials-python

deepplan

Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access (ACM EuroSys '23)

fastchat

An open platform for training, serving, and evaluating large languages. Release repo for Vicuna and FastChat-T5.

flexgen

Running large language models on a single GPU for throughput-oriented scenarios.

graph-learn-tracing

heliosartifact

HeliosArtifact

hkust-latex-thesis-template

A Better HKUST LaTeX Thesis Template

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

k8s-device-plugin

OpenAIOS vGPU device plugin for Kubernetes is originated from the OpenAIOS project to virtualize GPU device memory, in order to allow applications to access larger memory space than its physical capacity. It is designed for ease of use of extended device memory for AI workloads.

k8s-vgpu-scheduler

OpenAIOS vGPU scheduler for Kubernetes is originated from the OpenAIOS project to virtualize GPU device memory.

modelzoo

obsidian-things

An Obsidian theme inspired by the beautifully-designed app, Things.

open-gpu-share

open-simulator

K8s cluster simulator for capacity planning

ps-lite

A lightweight parameter server interface

qzweng

qzweng.github.io

qzweng.github.io-202308

My Academic Personal Pages:

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

seed_rl

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

skypilot

SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.

spark

Mirror of Apache Spark

spark-bench

Benchmark Suite for Apache Spark 1.6.1