小红书 (xiaohongshu, rednote) ai运营助手，包括小红书风格内容（包含图片）的生成和自动发布两部分，其中自动发布利用selenium实现RPA模拟点击，将生成内容和封面图和内容图自动发布

[ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

Search-based compiler for high-performance DSP programming

egg is a flexible, high-performance e-graph library

NeuroVectorizer is a framework that uses deep reinforcement learning (RL) to predict optimal vectorization compiler pragmas for for loops in C and C++ codes.

深度学习系统笔记，包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解。

AI education materials for Chinese students, teachers and IT professionals.

System for AI Education Resource.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Learning Compiler Pass Orders using Coreset and Normalized Value Prediction. (ICML 2023)

An extensible framework for program autotuning

Kolmogorov Arnold Networks

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

Neural Code Comprehension: A Learnable Representation of Code Semantics

📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)

A Gymnasium environment for simulating job scheduling in Apache Spark

This repo shows an example how TF-GNN can be incorporated for graph (space) use cases in RLlib

Library to interface Compilers and ML models for ML-Enabled Compiler Optimizations

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

Official implementation code of the paper <AnyText: Multilingual Visual Text Generation And Editing>

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

A list of awesome compiler projects and papers for tensor computation and deep learning.