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100-Days-Of-ML-Code

100 Days of ML Coding

MIT4468700

grok-1

Grok open release

Language:PythonApache-2.04946200

Awesome-LLM-Tabular

Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data

OLMo

Modeling, training, eval, and inference code for OLMo

Language:PythonApache-2.0446000

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Language:Jupyter NotebookApache-2.01824100

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:PythonMIT5438900

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Language:Jupyter NotebookMIT1043400

blog-posts

This repository hosts all the blog posts on machine learning, deep learning and statistical modeling.

Language:Jupyter NotebookMIT5200

nanoGPT

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

Language:PythonMIT3645700

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:PythonApache-2.0596800

Grokking-Deep-Learning

this repository accompanies the book "Grokking Deep Learning"

Language:Jupyter Notebook738900

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

Language:PostScriptCC0-1.01776400

representation-engineering

Representation Engineering: A Top-Down Approach to AI Transparency

Language:Jupyter NotebookMIT69900

KILT

Library for Knowledge Intensive Language Tasks

Language:PythonMIT90700

ontogpt

LLM-based ontological extraction tools, including SPIRES

Language:Jupyter NotebookBSD-3-Clause58800

DialogStudio

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI

Language:PythonApache-2.047000

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Language:Markdown12522800

guidance

A guidance language for controlling large language models.

Language:Jupyter NotebookMIT1879400

tianshou

An elegant PyTorch deep reinforcement learning library.

Language:PythonMIT781900

jsonformer

A Bulletproof Way to Generate Structured JSON from Language Models

Language:Jupyter NotebookMIT439200

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Language:PythonApache-2.02765300

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Language:PythonApache-2.03656000

llama.cpp

LLM inference in C/C++

Language:C++MIT6567400

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

Language:PythonMIT2102500

cria

Tiny inference-only implementation of LLaMA

Language:Python9100

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

Language:HTMLCC0-1.011119100

optimate

A collection of libraries to optimise AI model performances

Language:PythonApache-2.0837600

llama

Inference code for Llama models

Language:PythonNOASSERTION5576600

GENRE

Autoregressive Entity Retrieval

Language:PythonNOASSERTION76000

picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

Language:PythonMIT319700