Popular GitHub Repositories for Limited

Cramming the training of a (BERT-type) language model into limited compute.

AI Agent configuration platform based on LangChain and LangGraph technology that enables limited programmability

AIxplora is a open-source tool which let's you query all kind of files not limited to any length or format.

Labelling platform for text using weak supervision.

[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

MooER: Moore-threads Open Omni model for speech-to-speech intERaction. MooER-omni includes a series of end-to-end speech interaction models along with training and inference code, covering but not limited to end-to-end speech interaction, end-to-end speech translation and speech recognition.

A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm and a limited number of EEG channels. Paper: https://doi.org/10.1088/1741-2552/ac4430

Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)

? Self-hosted photo sharing platform for photographers & events. Open-source alternative to PicDrop/Scrapbook with time-limited galleries, password protection, custom branding & no monthly fees. Built with React + Node.js ?

This project is an implementation of the Generative Adversarial Network proposed in our CVPR 2017 paper - DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data. DeLiGAN is a simple but effective modification of the GAN framework and aims to improve performance on datasets which are diverse yet small in size.

ToR[e]cSys is a PyTorch Framework to implement recommendation system algorithms, including but not limited to click-through-rate (CTR) prediction, learning-to-ranking (LTR), and Matrix/Tensor Embedding. The project objective is to develop an ecosystem to experiment, share, reproduce, and deploy in real-world in a smooth and easy way.

Simulating Large-Scale Multi-Agent Interactions with Limited Multimodal Senses and Physical Needs

This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited resources and lowest possible permissions to make it suitable for production server use.

Run multiple resource-heavy Large Models (LM) on the same machine with limited amount of VRAM/other resources by exposing them on different ports and loading/unloading them on demand

The Azure AI proxy service facilitates easy access to Azure AI resources for workshops and hackathons. It offers a Playground-like interface and supports Azure AI SDKs. Access is granted through a time-limited API key and endpoint.

MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices

Implementation for paper "Learning Single-View 3D Reconstruction with Limited Pose Supervision".

An open source computer vision interface that tracks eye movements for individuals with severely-limited mobility.

Deep Metric Transfer for Label Propagation with Limited Annotated Data

Simple API key rotating proxy for LLM client use. One key rate limited? Switch to another.