Popular GitHub Repositories for Small Baseline

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.

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

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

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

A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.

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.

?? 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++

Fast-BEV: A Fast and Strong Bird’s-Eye View Perception Baseline

The repository is for safe reinforcement learning baselines.

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

MobiLlama : Small Language Model tailored for edge devices

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

A powerful baseline for image classification, face recognition and image retrieval with Pytorch