jinzhuoran

DeepSeek-MoE

pyreft

ReFT: Representation Finetuning for Language Models

Awesome-LLM-Compression

Awesome LLM compression research papers and tools.

machine_unlearning

Existing Literature about Machine Unlearning

AutoRAG

RAG AutoML Tool - Find optimal RAG pipeline for your own data.

quanto

A pytorch Quantization Toolkit

pyvene

Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions

APE

[CVPR 2024] Aligning and Prompting Everything All at Once for Universal Visual Perception

llm-analysis

Latency and Memory Analysis of Transformer Models for Training and Inference

CKA-Centered-Kernel-Alignment

Reproduce CKA: Similarity of Neural Network Representations Revisited

RefChecker

RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.

ResponsibleNLP

Repository for research in the field of Responsible NLP at Meta.

TopMost

A Topic Modeling System Toolkit

awesome-llm-attributions

A Survey of Attributions for Large Language Models

Grimoire

Grimoire is All You Need for Enhancing Large Language Models

clip_text_span

official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"

strongreject

Repository for "StrongREJECT for Empty Jailbreaks" paper

silo-lm

SILO Language Models code repository

Retrieval-QA-Benchmark

Benchmark baseline for retrieval qa applications

rageval

Evaluation tools for Retrieval-augmented Generation (RAG) methods.

mimir

Python package for measuring memorization in LLMs.

LM-exp

LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces

wikillm

LLMs as Collaboratively Edited Knowledge Bases

rlhf-poisoning

Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"

DSnoT

Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs

OUTFOX

[AAAI 2024] The official repository for our paper, "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples"

LLM-IR-Bias-Fairness-Survey

This is the repo for the survey of Bias and Fairness in IR with LLMs.

visual_task_vectors

InstructoR

InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models. EMNLP 2023

TruthX

TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space