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hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Language:Jupyter NotebookApache-2.0174100

pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

Language:PythonApache-2.0158900

LLM101n

LLM101n: Let's build a Storyteller

instructor

structured outputs for llms

Language:PythonMIT711500

opentofu

OpenTofu lets you declaratively manage your cloud infrastructure.

Language:GoMPL-2.02216400

modin

Modin: Scale your Pandas workflows by changing a single line of code

Language:PythonApache-2.0965600

awesome-search

Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness

Language:HTML133700

nest_asyncio

Patch asyncio to allow nested event loops

Language:PythonBSD-2-Clause68100

ray-educational-materials

This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.

Language:Jupyter NotebookApache-2.032400

Essential-Math-For-AI

This repository contains the supplementary material associated with my book: Essential Math for AI published by O'Reilly Media

Language:Jupyter Notebook27200

promptflow

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

Language:PythonMIT902200

fsdp_qlora

Training LLMs with QLoRA + FSDP

Language:Jupyter NotebookApache-2.0135600

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

Language:Jupyter NotebookMIT981300

bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

Language:PythonMIT590100

Prompt-Engineering-Guide

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

Language:MDXMIT4703900

shell_gpt

A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently.

Language:PythonMIT913800

ai-shell

A CLI that converts natural language to shell commands.

Language:TypeScriptMIT399300

agency-swarm

The only reliable agent framework built on top of the latest OpenAI Assistants API.

Language:PythonMIT226400

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

Language:Jupyter NotebookCC-BY-4.02962100

SuperAGI

<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.

Language:PythonMIT1512400

crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Language:PythonMIT1824100

python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

Language:PythonNOASSERTION2674400

llama3

The official Meta Llama 3 GitHub site

Language:PythonNOASSERTION2548500

AutoAWQ

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:

Language:PythonMIT155100

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

Language:Jupyter NotebookMIT1180100

Verba

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

Language:PythonBSD-3-Clause562400

fabric

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

Language:PythonMIT2032600

noise-suppression-for-voice

Noise suppression plugin based on Xiph's RNNoise

Language:C++GPL-3.0469400

input-leap

Open-source KVM software

Language:C++NOASSERTION357100

langchain

🦜🔗 Build context-aware reasoning applications

Language:Jupyter NotebookMIT9069000