jiahuigeng

paper-reading

深度学习经典、新论文逐段精读

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

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.

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

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

LMFlow

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

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.

Bayesian-Neural-Networks

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

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.

FederatedScope

An easy-to-use federated learning platform

Efficient-LLMs-Survey

[TMLR 2024] Efficient Large Language Models: A Survey

opencbdc-tx

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

Awesome-LLM-Uncertainty-Reliability-Robustness

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

pytorch-quantization-demo

A simple network quantization demo using pytorch from scratch.

honest_llama

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

LLMPapers

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

autodp

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

PrivacyRaven

Privacy Testing for Deep Learning

Humback

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

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

LLM-for-misinformation-research

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

ICD

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

fedpa

Federated posterior averaging implemented in JAX

imagen

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

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

SAR

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

SecureFLCompression

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

awesome-LMM-Hallucination

List of papers on Hallucination in LMM

awesome-hallucination-fact-checking-in-NLG

MiniGPT-4-Qing