Popular GitHub Repositories for Small

Unified framework for building enterprise RAG pipelines with small, specialized models

A collection of small corpuses of interesting data for the creation of bots and similar stuff.

This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks

OpenBot leverages smartphones as brains for low-cost robots. We have designed a small electric vehicle that costs about $50 and serves as a robot body. Our software stack for Android smartphones supports advanced robotics workloads such as person following and real-time autonomous navigation.

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

An Open-Source Python3 tool with SMALL models for recognizing layouts, tables, math formulas (LaTeX), and text in images, converting them into Markdown format. A free alternative to Mathpix, empowering seamless conversion of visual content into text-based representations. 80+ languages are supported.

? A curated list of Tiny Object Detection papers and related resources.

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

"MiniRAG: Making RAG Simpler with Small and Free Language Models"

?? A small dictation app using OpenAI's Whisper speech recognition model.

A Framework of Small-scale Large Multimodal Models

A lightweight high performance tensor algebra framework for modern C++

[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization

MobiLlama : Small Language Model tailored for edge devices

Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.

(WIP) A small but powerful, homemade PyTorch from scratch.

EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein

Context Axial Reverse Attention Network for Small Medical Objects Segmentation

Python library for YOLO small object detection and instance segmentation

A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.