PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially…

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Raw browser/feature support data from caniuse.com

DuckDB is an analytical in-process SQL database management system

Implementation of the Louvain algorithm for community detection with various methods for use with igraph in python.

Awesome Papers related to Mamba.

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

Mamba SSM architecture

INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

RWKV in nanoGPT style

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference,…

The official Meta Llama 3 GitHub site

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…

End-to-End LLM Guide

SQL Database Explorer [SQLite, libSQL, PostgreSQL, MySQL/MariaDB, DuckDB, ClickHouse]

using the C Preprocessor as an HTML templating engine

Build delightful web apps quickly in Python

LLM Analytics

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

1️⃣🐝🏎️ The One Billion Row Challenge -- A fun exploration of how quickly 1B rows from a text file can be aggregated with Java

cuDF - GPU DataFrame Library

I'm sick of complex blogging solutions, so markdown files in a git repo it is

Finetune Llama 2 on Colab for free on your own data: step-by-step tutorial

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion

A large-scale text-to-image prompt gallery dataset based on Stable Diffusion

A Python implementation of the Bellkor Algorithm

NES emulator for Casio Prizm

The AWS Solutions Constructs Library is an open-source extension of the AWS Cloud Development Kit (AWS CDK) that provides multi-service, well-architected patterns for quickly defining solutions