Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, quantization, LoRA fine-tuning, pre-training. Apache 2.0-licensed.
仓库
rasbt 的仓库
Streamline data pipelines for AI. Process datasets across 1000s of machines, and optimize data for blazing fast model training.
LLM Architecture Gallery source data
Website for NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1 GPU + 1 Day
An Implementation of Mutli-layer Perceptron in C++
Code Repository for Machine Learning with PyTorch and Scikit-Learn
Collection of useful machine learning codes and snippets (originally intended for my personal use)
Native macOS app for splitting and converting PDF figures
A Python command line tool that creates a Table of Contents for Markdown documents
The MATH training dataset without MATH-500 test portion
matplotlib: plotting with Python
Examples of matplotlib codes and plots
Machine learning metrics for distributed, scalable PyTorch applications.
Minimal and readable coding agent harness implementation in Python to explain the core components of coding agents.
Project documentation with Markdown.
https://huyenchip.com/ml-interviews-book/
A library of extension and helper modules for Python's data analysis and machine learning libraries.
A conda-smithy repository for mlxtend.