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📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

2,460 162 Updated Sep 9, 2024

Fast Multimodal LLM on Mobile Devices

C++ 389 47 Updated Sep 3, 2024

mllm-npu: training multimodal large language models on Ascend NPUs

Python 77 2 Updated Aug 29, 2024

DS Level3 24-06 실습 강의를 위한 git입니다.

Jupyter Notebook 2 2 Updated Jun 27, 2024

Curated collection of papers in machine learning systems

123 7 Updated Jul 25, 2024

🔥Highlighting the top ML papers every week.

9,901 572 Updated Sep 10, 2024

FastFlow is a system that automatically detects CPU bottlenecks in deep learning training pipelines and resolves the bottlenecks with data pipeline offloading to remote resources .

Python 25 7 Updated Apr 7, 2023

🦜🔗 Build context-aware reasoning applications

Jupyter Notebook 92,301 14,749 Updated Sep 15, 2024

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…

Python 7,005 922 Updated Aug 29, 2024

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

C++ 8,591 1,654 Updated Sep 12, 2024

Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.

Python 260 49 Updated Mar 31, 2023

Cross-platform, customizable ML solutions for live and streaming media.

C++ 26,781 5,090 Updated Sep 13, 2024

A customized Tensorflow with partial offloading and profiling features for FastFlow project.

C++ 5 3 Updated Apr 7, 2023

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch…

Python 1,778 285 Updated Dec 2, 2023

Resources for Data Centric AI

TeX 1,095 117 Updated Dec 13, 2023

🚀 Build and manage real-life ML, AI, and data science projects with ease!

Python 8,042 752 Updated Sep 13, 2024

A complete computer science study plan to become a software engineer.

304,260 76,364 Updated Sep 13, 2024

Apache OpenWhisk is an open source serverless cloud platform

Scala 6,471 1,164 Updated Aug 22, 2024

Apache Nemo (Incubating) - Data Processing System for Flexible Employment With Different Deployment Characteristics

Java 113 65 Updated Jul 19, 2023

MIST: High-performance IoT Stream Processing

Java 17 3 Updated Mar 19, 2019

a curated list of awesome streaming frameworks, applications, etc

2,657 296 Updated Aug 24, 2024

Cruise: A Distributed Machine Learning Framework with Automatic System Configuration

Java 26 2 Updated Mar 19, 2019

Nemo: A flexible data processing system

Java 22 6 Updated Mar 12, 2018

😎 Awesome lists about all kinds of interesting topics

324,118 27,643 Updated Sep 9, 2024

Browsix is a Unix-like operating system for the browser.

JavaScript 3,150 181 Updated Mar 27, 2022

Lightweight real-time big data streaming engine over Akka

Scala 763 153 Updated Mar 1, 2022

Build highly concurrent, distributed, and resilient message-driven applications on the JVM

Scala 13,026 3,592 Updated Sep 13, 2024

Platform for Internet of Things with JavaScript https://www.iotjs.net

C 2,587 439 Updated Jun 18, 2021

Ultra-lightweight JavaScript engine for the Internet of Things.

C 6,917 670 Updated Aug 14, 2024
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