Zhang Handuo (zhanghanduo)

zhanghanduo

Geek Repo

Company:Nanyang Technological University

Location:Singapore

Home Page:zhanghanduo.com

Twitter:@christlurker

Github PK Tool:Github PK Tool

Zhang Handuo's starred repositories

Megatron-LM

Ongoing research training transformer models at scale

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HippoRAG

HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.

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graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

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meet-libai

​ 李白 :bust_in_silhouette: 作为唐代杰出诗人,其诗歌作品在**文学史上具有重要地位。近年来,随着数字技术和人工智能的快速发展,传统文化普及推广的形式也面临着创新与变革。国内外对于李白诗歌的研究虽已相当深入,但在数字化、智能化普及方面仍存在不足。因此,本项目旨在通过构建李白知识图谱,结合大模型训练出专业的AI智能体,以生成式对话应用的形式,推动李白文化的普及与推广。

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ChatTTS

A generative speech model for daily dialogue.

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ocular

AI Powered Search and Chat for Orgs - Think ChatGPT meets Google Search but powered by your data.

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towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

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morphic

An AI-powered search engine with a generative UI

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codes

The source code of CodeS (SIGMOD 2024).

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text2sql-schema-filter

The source code for the schema filter (question + schema only)

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objectdetection_script

一些关于目标检测的脚本的改进思路代码,详细请看readme.md

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garnet

Garnet is a remote cache-store from Microsoft Research that offers strong performance (throughput and latency), scalability, storage, recovery, cluster sharding, key migration, and replication features. Garnet can work with existing Redis clients.

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OpenCodeInterpreter

OpenCodeInterpreter is a suite of open-source code generation systems aimed at bridging the gap between large language models and sophisticated proprietary systems like the GPT-4 Code Interpreter. It significantly enhances code generation capabilities by integrating execution and iterative refinement functionalities.

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DataDreamer

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

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axolotl

Go ahead and axolotl questions

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MoneyPrinterV2

Automate the process of making money online.

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WhisperSpeech

An Open Source text-to-speech system built by inverting Whisper.

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CopilotKit

A framework for building custom AI Copilots 🤖 in-app AI chatbots, in-app AI Agents, & AI-powered Textareas.

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leaf-playground

A framework to build scenario simulation projects where human and LLM based agents can participant in, with a user-friendly web UI to visualize simulation, support automatically evaluation on agent action level.

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JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

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llmops-promptflow-template

LLMOps with Prompt Flow is a "LLMOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.

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home-robot

Mobile manipulation research tools for roboticists

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llamafile

Distribute and run LLMs with a single file.

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TaskWeaver

A code-first agent framework for seamlessly planning and executing data analytics tasks.

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litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

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benchmark4GPT

"Our project provides 500 carefully designed questions that can be used to test and evaluate the performance of Generative Pretrained Transformer (GPT) models. The questions cover a variety of topics and domains and are designed to comprehensively examine the performance of GPT models Comprehension, creativity and logical reasoning skills.

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swiss_army_llama

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

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ProAgent

An LLM-based Agent for the New Automation Paradigm - Agentic Process Automation

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