Pinned Repositories
Efficient-LLMs-Survey
[TMLR 2024] Efficient Large Language Models: A Survey
SVD-LLM
Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"
Sesame
[SIGMOD'23] Data Stream Clustering: An In-depth Empirical Study [ICDM'24] MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
Awesome-Efficient-LLM
A curated list for Efficient Large Language Models
Awesome-Graphs
Think Graphs Like A Graph.
awesome-instruction-learning
Papers and Datasets on Instruction Learning / Instruction Tuning. ✨✨✨
Awesome-LLM-Long-Context-Modeling
📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
Awesome-ML-SYS-Tutorial
My learning notes/codes for ML SYS.
tuidan's Repositories
tuidan/awesome-instruction-learning
Papers and Datasets on Instruction Learning / Instruction Tuning. ✨✨✨
tuidan/Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
tuidan/Awesome-Efficient-LLM
A curated list for Efficient Large Language Models
tuidan/Awesome-Graphs
Think Graphs Like A Graph.
tuidan/Awesome-LLM-Long-Context-Modeling
📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
tuidan/data-centric-AI
A curated, but incomplete, list of data-centric AI resources.
tuidan/Diffusion-Models-in-Vision-A-Survey
This repository categorizes the papers about diffusion models applied in computer vision according to their target task. The classifcation is based on our survey: https://arxiv.org/abs/2209.04747v1
tuidan/Efficient-Deep-Learning
Collection of recent methods on (deep) neural network compression and acceleration.
tuidan/EvaluationPapers4ChatGPT
Resource, Evaluation and Detection Papers for ChatGPT
tuidan/gamm
[SIGMOD 2023] Data Stream Clustering: An In-depth Empirical Study; [ICDM 2024] xxxx
tuidan/LED
Source code of paper 'LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval' (WWW 2023)
tuidan/OpenICL
OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.
tuidan/Research-Proposal
tuidan/Sesame
tuidan/Efficient-LLMs-Survey
Efficient Large Language Models: A Survey
tuidan/Famba-V
[2024 ECCV Workshop] Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion
tuidan/gptq
Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
tuidan/LLMSys-PaperList
Large Language Model (LLM) Systems Paper List
tuidan/mmmu-benchmark.github.io
tuidan/nvitop
An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.
tuidan/SVD-LLM
Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"