XiaZeng0223

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

private-gpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

trl

Train transformer language models with reinforcement learning.

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

AgentVerse

🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation

PettingZoo

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

RL4LMs

A modular RL library to fine-tune language models to human preferences

AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

direct-preference-optimization

Reference implementation for DPO (Direct Preference Optimization)

snake-ai

An AI agent that beats the classic game "Snake".

projects

🪐 End-to-end NLP workflows from prototype to production

graphvite

GraphVite: A General and High-performance Graph Embedding System

ToolLearningPapers

KD_Lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

sklearn-evaluation

Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.

Algorithm_Templates

algorithm templates and leetcode examples in Python3, you can learn many python tricks too.

LLM-Factuality-Survey

The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>

entity-fishing

A machine learning tool for fishing entities

rse-course

Materials for The Alan Turing Institute's Research Software Engineering course

cino

CINO: Pre-trained Language Models for Chinese Minority (少数民族语言预训练模型)

nlp-gym

NLPGym - A toolkit to develop RL agents to solve NLP tasks.

amazon-transcribe-live-call-analytics

Amazon Transcribe Live Call Analytics (LCA) Sample Solution

stable-retro

Retro Games in Gym

CONCRETE

Official implementation of "CONCRETE: Improving Cross-lingual Fact Checking with Cross-lingual Retrieval" (COLING'22)

active_pets

Code for EACL 2023 Findings paper "Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training"