iboing

Emu3

Next-Token Prediction is All You Need

HALC

[ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"

Awesome-LLM-Strawberry

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

OPERA

[CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation

ai-for-grant-writing

A curated list of resources for using LLMs to develop more competitive grant applications.

DoLa

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

kotaemon

An open-source RAG-based tool for chatting with your documents.

CRAG

Corrective Retrieval Augmented Generation

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

Woodpecker

✨✨Woodpecker: Hallucination Correction for Multimodal Large Language Models. The first work to correct hallucinations in MLLMs.

semantic_uncertainty

Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).

Mamba-FSCIL

Official repository of ”Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning"

earl

AniGAN

OpenTAD

OpenTAD is an open-source temporal action detection (TAD) toolbox based on PyTorch.

CorDA

CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)

DoRA

[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

PiSSA

PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)

ASVD4LLM

Activation-aware Singular Value Decomposition for Compressing Large Language Models

Awesome-Mamba-Papers

Awesome Papers related to Mamba.

selfie

This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen, Carl Vondrick, and Chengzhi Mao.

VCD

[CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

MOELoRA-peft

[SIGIR'24] The official implementation code of MOELoRA.

LLaMA-Pro

[ACL 2024] Progressive LLaMA with Block Expansion.

AdaLoRA

AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).

LoRAMoE

LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment

genview

[ECCV 2024] Official repository of "GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning".

MaskAgain

Official repository of the “Mask Again: Masked Knowledge Distillation for Masked Video Modeling” (ACM MM 2023)