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Name: Cheng Li
Type: User
Company: Databricks
Bio: Senior Machine Learning Engineer @ Databricks GenAI. UIUC PhD. I build efficient AI training and inference systems with GPUs.
Name: Cheng Li
Type: User
Company: Databricks
Bio: Senior Machine Learning Engineer @ Databricks GenAI. UIUC PhD. I build efficient AI training and inference systems with GPUs.
Cheng's Website
π A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
ACM Computing Classification System
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
Solutions of the CMU Advanced Natural Language Processing Course
official code repo for paper "CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers"
Supercharge Your Model Training
Benchmark cuDNN for different Deep Learning layers.
DALLΒ·E Mini - Generate images from a text prompt
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
Download files from Google Drive using Python 2 or Python 3
Running BERT without Padding
Large-scale model inference.
Transformer related optimization, including BERT, GPT
Fast and memory-efficient exact attention
Running large language models like OPT-175B/GPT-3 on a single GPU. Focusing on high-throughput large-batch generation.
Flops counter for convolutional networks in pytorch framework
pytorch-profiler
NVIDIA PyTorch GAN library with distributed and mixed precision support
Kernl lets you run Pytorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.