AierLab

chatglm-rpc-tutorial

ChatGLM local training, and then use RPC to implement distributed training.

flower-fl-local-training-isolation-framework

Enhancing the Flower framework with isolated, client-side training and streamlined checkpoint management for secure and efficient federated learning.

indl-dataset

This repository hosts code and data for our project evaluating deep learning models' capabilities for interpreting in-diagram logic using visual illusions. It encompasses our novel InDL dataset, several Jupyter notebooks showcasing our experiments, and Python scripts needed to reproduce our results.

model-sl-mixed

Artificial Intelligence Data Encryption and Model Personalisation Framework based on Federated Learning and Split Learning.

MultiTask

Removing adverse weather conditions such as rain, raindrop, and snow from images is critical for various real-world applications, including autonomous driving, surveillance, and remote sensing. However, existing multi-task approaches typically rely on augmenting the model with additional parameters to handle multiple scenarios. While this enables t

MultiverseNote

MultiverseNote: Transforming AI chatbot interactions into structured project management workflows for enhanced knowledge and conversation continuity.

point3-learning-tool

A software helping visually impaired people learning English

PrivataFrontend

This is Privata Client using electron, typescript & react, and bundled by ElectronForge.

pytorch-rpc-tutorial

A hands-on tutorial to dive deep into PyTorch's RPC (Remote Procedure Call) framework. This repository offers a comprehensive guide developed with the assistance of OpenAI's ChatGPT. Whether you're a beginner or an advanced user, this tutorial will provide insights and practices to effectively use PyTorch RPC in your projects.

SpiRobs

AierLab/MultiverseNote

MultiverseNote: Transforming AI chatbot interactions into structured project management workflows for enhanced knowledge and conversation continuity.

AierLab/SpiRobs

AierLab/MultiTask

Removing adverse weather conditions such as rain, raindrop, and snow from images is critical for various real-world applications, including autonomous driving, surveillance, and remote sensing. However, existing multi-task approaches typically rely on augmenting the model with additional parameters to handle multiple scenarios. While this enables t

AierLab/indl-dataset

This repository hosts code and data for our project evaluating deep learning models' capabilities for interpreting in-diagram logic using visual illusions. It encompasses our novel InDL dataset, several Jupyter notebooks showcasing our experiments, and Python scripts needed to reproduce our results.

AierLab/pytorch-rpc-tutorial

A hands-on tutorial to dive deep into PyTorch's RPC (Remote Procedure Call) framework. This repository offers a comprehensive guide developed with the assistance of OpenAI's ChatGPT. Whether you're a beginner or an advanced user, this tutorial will provide insights and practices to effectively use PyTorch RPC in your projects.

AierLab/PrivataFrontend

This is Privata Client using electron, typescript & react, and bundled by ElectronForge.

AierLab/model-sl-mixed

Artificial Intelligence Data Encryption and Model Personalisation Framework based on Federated Learning and Split Learning.

AierLab/chatglm-rpc-tutorial

ChatGLM local training, and then use RPC to implement distributed training.

AierLab/flower-fl-local-training-isolation-framework

Enhancing the Flower framework with isolated, client-side training and streamlined checkpoint management for secure and efficient federated learning.

AierLab/flower-large-model-tutorial

A tutorial for Flower federated learning framework used on large model on source constraint device.

AierLab/FM-APIs

Calling many llm apis

AierLab/point3-learning-tool

A software helping visually impaired people learning English

AierLab/.github

Profile page

AierLab/aierlab.github.io

This repository contains the source code for AierLab's official website, featuring our latest AI research projects and community initiatives.

AierLab/llama-design-drive

llama design drive project repo

AierLab/model-sl-cloud

A submodule of model-sl

AierLab/ai-interaction-bp

AierLab/IdentityMappingModule

The Identity Mapping Module repository is dedicated to exploring and implementing identity initialization techniques for deep learning models.

AierLab/llama-challenge-app

AierLab/llm-sl-personality-experiment

AierLab/model-sl-local

A submodule of model-sl

AierLab/ModelSL

Model-SL is an innovative project that implements Split Learning with adaptive encryption and decryption models. These models are parameterized and run locally on user devices, leveraging **user history data** to train and fine-tune their parameters, enabling personalized and robust encryption-decryption mechanisms.

AierLab/MultiTask-DiT

AierLab/MusicGen

AierLab/privata-types

Shared type definitions of privata.

AierLab/railtracks

An agentic framework that helps developers build resilient agentic systems

AierLab/singlow-svs

SinGlow is a part of my Singing voice synthesis system. It can extract features of sound, particularly songs and musics. Then we can use these features (or perfect encoding) for feature migrating tasks. For example migrate features of real singers' song to those virtual singers' songs.