cjjjy

cjjjy's Stars

• microsoft/AI-For-Beginners

  12 Weeks, 24 Lessons, AI for All!

  Language:Jupyter Notebook35.2k4131166k

• lucidrains/vit-pytorch

  Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

  Language:Python21.2k1562683.1k

• naklecha/llama3-from-scratch

  llama3 implementation one matrix multiplication at a time

  Language:Jupyter Notebook13.9k98181.1k

• ShangtongZhang/reinforcement-learning-an-introduction

  Python Implementation of Reinforcement Learning: An Introduction

  Language:Python13.7k555994.8k

• lucidrains/PaLM-rlhf-pytorch

  Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

  Language:Python7.7k14348671

• Lightning-AI/lit-llama

  Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

  Language:Python6k71270517

• dragen1860/Deep-Learning-with-PyTorch-Tutorials

  深度学习与PyTorch入门实战视频教程 配套源代码和PPT

  Language:Python2.9k70121.3k

• TingsongYu/PyTorch-Tutorial-2nd

  《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。

  Language:Jupyter Notebook2.7k1025303

• zjunlp/KnowledgeEditingPapers

  Must-read Papers on Knowledge Editing for Large Language Models.

  96827864

• parrt/tensor-sensor

  The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

  Language:Jupyter Notebook798122440

• bkitano/llama-from-scratch

  Llama from scratch, or How to implement a paper without crying

  Language:Jupyter Notebook5364849

• hemingkx/SpeculativeDecodingPapers

  📰 Must-read papers and blogs on Speculative Decoding ⚡️

  52522425

• rasbt/stat453-deep-learning-ss21

  STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)

  Language:Jupyter Notebook46794281

• rn5l/session-rec

  Python-based framework for building and evaluating session-based and session-aware recommender systems.

  Language:Python386101578

• waylandzhang/Transformer-from-scratch

  Language:Jupyter Notebook2809573

• lucidrains/nGPT-pytorch

  Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI

  Language:Python26791119

• markhliu/DGAI

  Learn Generative AI with PyTorch (Manning Publications, 2024)

  Language:Jupyter Notebook572326

• johnnygreco/midiGPT

  🎹 midiGPT: a decoder-only transformer model for music generation

  Language:Python18203

• slds-lmu/lecture_dl4nlp

  Repo containing all the lecture material for the dl4nlp course

  Language:TeX181201

• sessionRec/MTD

  Language:Python17123

• anyuanay/sebastian-LLMs-from-scratch

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

  Language:Jupyter Notebook16004

• ajeetkharel/gpt2-from-scratch

  Build and Train a GPT-2 from scratch using PyTorch

  Language:Jupyter Notebook137

• joosthub/pytorch-nlp-tutorial-ny2019

  Deep Learning and Natural Language Processing using PyTorch (O'Reilly AI - NYC, 2019)

  Language:Jupyter Notebook11604

• Jayveersinh-Raj/code_generation_gpt2

  Fine tuning a gpt2 model for code generation/completion. This is the work under Advanced Engineering School (AES) Innopolis University. Data and model is not open source, the prototyping is for learning purposes.

  Language:Python9100

• ymoslem/PyTorchNLP

  PyTorch exercises for NLP

  Language:Jupyter Notebook6301

• DeepTimber-Robot-Lab/Books-for-Embodied-AI

  5100

• gctian/llm-code-analysis

  对一些开源大模型的代码解读，有助于了解大模型的内部结构

  Language:Jupyter Notebook30

• AffaanShaikh/LLM-GPT-model-

  This model goes deep into data handling, math, and transformers behind large language models.

  Language:Jupyter Notebook1

• rezars9701/Intro_to_Pytorch

  This repository is based on the tutorial series on Nueral Networks at StatQuest (https://www.youtube.com/watch?v=zxagGtF9MeU&list=PLblh5JKOoLUIxGDQs4LFFD--41Vzf-ME1&index=1)

  Language:Jupyter Notebook1

• tanaymukherjee/Deep-Learning-with-PyTorch

  PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook's AI Research lab. It is free and open-source software released under the Modified BSD license.

  Language:Jupyter Notebook1200