HillZhang1999

llm-hallucination-survey

Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"

MuCGEC

MuCGEC中文纠错数据集及文本纠错SOTA模型开源；Code & Data for our NAACL 2022 Paper "MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction"

SynGEC

Code & data for our EMNLP2022 paper "SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser"

NaSGEC

Code & Data for our Paper "NaSGEC: Multi-Domain Chinese Grammatical Error Correction for Native Speaker Texts" (ACL 2023 Findings)

CTC-Report

CTC2021-中文文本纠错大赛的SOTA方案及在线演示

ICD

Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"

RobustGEC

Code & Data for our Paper "RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation" (EMNLP 2023)

Awesome-LLM-Strawberry

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 and reasoning techniques.

DoLa

Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"

transformer-debugger

chatgpt-api

This repo is unofficial ChatGPT api. It is based on Daniel Gross's WhatsApp GPT

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dspy

DSPy: The framework for programming—not prompting—foundation models

errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

gemma_pytorch

The official PyTorch implementation of Google's Gemma models

gpt3-sandbox

The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of Python.

HillZhang1999

About Me

hillzhang1999.github.io

My personal page

lightllm

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

LLaMA-Factory

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

LLM-Adapters

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

llm-reasoners

A library for advanced large language model reasoning

LookaheadDecoding

math-evaluation-harness

A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨

MOSS

An open-source tool-augmented conversational language model from Fudan University

nlpaug

Data augmentation for NLP

RL4LMs

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

swarm

Framework for building, orchestrating and deploying multi-agent systems. Managed by OpenAI Solutions team. Experimental framework.

swiftLLM

A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of vLLM).