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William Guo's starred repositories

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Language:Jupyter NotebookNOASSERTION2163100

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Language:Jupyter NotebookApache-2.03391900

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

Language:PythonNOASSERTION563400

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

Language:PythonApache-2.02032400

daff

align and compare tables

Language:JavaMIT78300

delta

A syntax-highlighting pager for git, diff, grep, and blame output

Language:RustMIT2136300

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

Language:PythonNOASSERTION2191600

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Language:PythonMIT3454100

build-nanogpt

Video+code lecture on building nanoGPT from scratch

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annotated-transformer

An annotated implementation of the Transformer paper.

Language:Jupyter NotebookMIT535000

mybatis-plus-samples

MyBatis-Plus Samples

Language:JavaApache-2.0221600

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

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You-Dont-Know-JS

A book series on JavaScript. @YDKJS on twitter.

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architecture.of.internet-product

互联网公司技术架构，微信/淘宝/微博/腾讯/阿里/美团点评/百度/OpenAI/Google/Facebook/Amazon/eBay的架构，欢迎PR补充

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ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

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ToonCrafter

a research paper for generative cartoon interpolation

Language:PythonApache-2.0475200

courses

Anthropic's educational courses

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uvicorn

The lightning-fast ASGI server. 🦄

Language:PythonBSD-3-Clause200

weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.

Language:GoBSD-3-Clause1023200

OpenDevin

🐚 OpenDevin: Code Less, Make More

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course22

The fast.ai course notebooks

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aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

Language:Jupyter NotebookMIT779900

agent-protocol

Common interface for interacting with AI agents. The protocol is tech stack agnostic - you can use it with any framework for building agents.

Language:PythonMIT85500

LLMCompiler

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

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Best-websites-a-programmer-should-visit

:link: Some useful websites for programmers.

MIT5936900

dsa

Data structures and algorithms in X minutes. Code examples from my YouTube channel.

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model-explorer

A modern model graph visualizer and debugger

Language:JavaScriptApache-2.090900

pycryptodome

A self-contained cryptographic library for Python

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openai-python

The official Python library for the OpenAI API

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data-science-interviews

Data science interview questions and answers

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