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LiuXinyu's starred repositories

system-design-questions

Problem statements on System Design and Software Architecture as part of Arpit's System Design Masterclass

Language:Python207000

nlp.js

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

Language:JavaScriptMIT627200

bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

Language:PythonMIT626300

wordcloud2.js

Tag cloud/Wordle presentation on 2D canvas or HTML

Language:JavaScriptMIT237500

commandline

The best C# command line parser that brings standardized *nix getopt style, for .NET. Includes F# support

Language:C#MIT457700

BlingFire

A lightning fast Finite State machine and REgular expression manipulation library.

Language:C++MIT183400

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Language:PythonApache-2.03538200

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Language:PythonApache-2.013468500

cppbestpractices

Collaborative Collection of C++ Best Practices. This online resource is part of Jason Turner's collection of C++ Best Practices resources. See README.md for more information.

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druid

Apache Druid: a high performance real-time analytics database.

Language:JavaApache-2.01349900

flink

Apache Flink

Language:JavaApache-2.02406900

FasterTransformer

Transformer related optimization, including BERT, GPT

Language:C++Apache-2.0587300

feast

The Open Source Feature Store for Machine Learning

Language:PythonApache-2.0559300

trt-samples-for-hackathon-cn

Simple samples for TensorRT programming

Language:PythonApache-2.0151000

DCGM

NVIDIA Data Center GPU Manager (DCGM) is a project for gathering telemetry and measuring the health of NVIDIA GPUs

Language:C++Apache-2.041000

MQBench

Model Quantization Benchmark

Language:ShellApache-2.076200

Dpex

Distributed DataLoader For Pytorch Based On Ray

Language:PythonMIT2400

Halide

a language for fast, portable data-parallel computation

Language:C++NOASSERTION589000

hack-SysML

The road to hack SysML and become an system expert

Language:Emacs Lisp43200

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Language:C++Apache-2.0514500

onnx

Open standard for machine learning interoperability

Language:PythonApache-2.01790100

onnxruntime-extensions

onnxruntime-extensions: A specialized pre- and post- processing library for ONNX Runtime

Language:C++MIT33400

flatbuffers

FlatBuffers: Memory Efficient Serialization Library

Language:C++Apache-2.02333100

optimum

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

Language:PythonApache-2.0255900

pycuda

CUDA integration for Python, plus shiny features

Language:PythonNOASSERTION185000

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.03043200

pybind11

Seamless operability between C++11 and Python

Language:C++NOASSERTION1573200

dlpack

common in-memory tensor structure

Language:PythonApache-2.090500

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

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lauthu