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nano-llama31

nanoGPT style version of Llama 3.1

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

following-instructions-human-feedback

weak-to-strong

crabml

a fast cross platform AI inference engine 🤖 using Rust 🦀 and WebGPU 🎮

calm

CUDA/Metal accelerated language model inference

ml-engineering

Machine Learning Engineering Open Book

manim

Animation engine for explanatory math videos

conv_arithmetic

convolution-visualizer

Convolution visualizations

Skywork

Skywork series models are pre-trained on 3.2TB of high-quality multilingual (mainly Chinese and English) and code data. We have open-sourced the model, training data, evaluation data, evaluation methods, etc. 天工系列模型在3.2TB高质量多语言和代码数据上进行预训练。我们开源了模型参数，训练数据，评估数据，评估方法。

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

Machine-Learning-From-Scratch

Implementation of popular ML algorithms from scratch

MLfromscratch

Machine Learning algorithm implementations from scratch.

professional-programming

A collection of learning resources for curious software engineers

lightllm

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

llama2.c

Inference Llama 2 in one file of pure C

Books-3

awesome-cheatsheets

超级速查表 - 编程语言、框架和开发工具的速查表，单个文件包含一切你需要知道的东西 :zap:

cheat.sh

the only cheat sheet you need

wttr.in

:partly_sunny: The right way to check the weather

nogil

Multithreaded Python without the GIL

dietgpu

GPU implementation of a fast generalized ANS (asymmetric numeral system) entropy encoder and decoder, with extensions for lossless compression of numerical and other data types in HPC/ML applications.

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

D4RL-Evaluations

implicit_q_learning

url_benchmark

MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations