shauryagoyall / Stanford-CS221-Artificial-Intelligence-Solutions

#自然语言处理#[NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

An annotated implementation of the Transformer paper.

#计算机科学#59 篇深度学习论文的实现，并带有详细注释。包括 transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 强化学习 (ppo, dqn), capsnet, distillation, ... 🧠

Tutorial for Harvard Medical School ML from Scratch Series: Transformer from Scratch. Demo the usage of transformer in various domains: Music sheet, audio signal, image generation & discrimination

Notes for C++ Deep Dive Course on Udemy by Abdul Bari.

#大语言模型#vLLM 是一个高效的开源库，用于加速大语言模型推理，通过优化内存管理和分布式处理实现高吞吐量和低延迟。

All Homeworks for TinyML and Efficient Deep Learning Computing 6.5940 • Fall • 2023 • https://efficientml.ai

Educational materials on deep learning by Weights & Biases

#计算机科学#Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learnin...

4 bits quantization of LLaMA using GPTQ

Learn C++ Programming -Beginner to Advance- Deep Dive in C++

#计算机科学#Solve puzzles. Learn CUDA.

#自然语言处理#[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization

#自然语言处理#Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

#计算机科学#Faster Whisper transcription with CTranslate2

iPG Y-Combinator Interview Simulator

Lab 5 project of MIT-6.5940, deploying LLaMA2-7B-chat on one's laptop with TinyChatEngine.