jiahuigeng

LLM-for-misinformation-research

Paper list of misinformation research using (multi-modal) large language models, i.e., (M)LLMs.

Jailbreaking-Attack-against-Multimodal-Large-Language-Model

MiniGPT-4-Qing

LlamaIndex-RAG-WSL-CUDA

Examples of RAG using Llamaindex with local LLMs - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B

awesome-LMM-Hallucination

List of papers on Hallucination in LMM

ICD

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

Efficient-LLMs-Survey

[TMLR 2024] Efficient Large Language Models: A Survey

twint

An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.

SAR

[ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Humback

🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.

honest_llama

Inference-Time Intervention: Eliciting Truthful Answers from a Language Model

prompt-in-context-learning

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

awesome-hallucination-fact-checking-in-NLG

Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

AISystem

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

paper-reading

深度学习经典、新论文逐段精读

LLMPapers

Papers & Works for large languange models (ChatGPT, GPT-3, Codex etc.).

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

opencbdc-tx

A transaction processor for a hypothetical, general-purpose, central bank digital currency

pytorch-quantization-demo

A simple network quantization demo using pytorch from scratch.

imagen

a sampling from ImageNet: 5 examples for each of 200 classes

SecureFLCompression

Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.

fedpa

Federated posterior averaging implemented in JAX

PrivacyRaven

Privacy Testing for Deep Learning

FederatedScope

An easy-to-use federated learning platform

Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

autodp

autodp: A flexible and easy-to-use package for differential privacy