PKUCSS

agent-backdoor-attacks

Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents"

LibMTL

A PyTorch Library for Multi-Task Learning

torchtune

A Native-PyTorch Library for LLM Fine-tuning

FLatS

[EMNLP 2023] FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score

Awesome-LLMs-in-Graph-tasks

A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.

BPO

TransZero

VidChapters

[NeurIPS 2023 D&B] VidChapters-7M: Video Chapters at Scale

TESTA

[EMNLP 2023] TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding

DoLa

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

Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review

Paper List of Pre-trained Foundation Recommender Models

FETV

[NeurIPS 2023 Datasets and Benchmarks] "FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation", Yuanxin Liu, Lei Li, Shuhuai Ren, Rundong Gao, Shicheng Li, Sishuo Chen, Xu Sun, Lu Hou

ggml

Tensor library for machine learning

llm-numbers

Numbers every LLM developer should know

LLM4Rec-Awesome-Papers

A list of awesome papers and resources of recommender system on large language model (LLM).

chatGLM-6B-QLoRA

使用peft库，对chatGLM-6B/chatGLM2-6B实现4bit的QLoRA高效微调，并做lora model和base model的merge及4bit的量化（quantize）。

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"

MedicalGPT

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO。

OOD-VSSL

[NeurIPS 2023 (Spotlight)] Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts

SelfAware

Do Large Language Models Know What They Don’t Know?

Poisoning-Instruction-Tuned-Models

FedMNMT

[Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with Adapter

safe-rlhf

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

CVinW_Readings

A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''

SemanticParsingProject

Graph-based semantic dependence parsing project in pure Python (SemEval-2014 Task 8)

NLP-Interview-Notes

该仓库主要记录 NLP 算法工程师相关的面试题

self-adaptive-ICL

self-adaptive in-context learning

cider

PyTorch implementation of CIDER (How to exploit hyperspherical embeddings for out-of-distribution detection), ICLR 2023

adapt-image-models

[ICLR'23] AIM: Adapting Image Models for Efficient Video Action Recognition

self-critical.pytorch

Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning. and others.