Pinned Repositories
Awesome-LLM-Compression
Awesome LLM compression research papers and tools.
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Best-README-Template
An awesome README template to jumpstart your projects!
comp_4321_project_search_engine
DoRA
Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"
Javascript_pac_man_game_comp4021
LLM-FP4
The official implementation of the EMNLP 2023 paper LLM-FP4
OFQ
The official implementation of the ICML 2023 paper OFQ-ViT
Sean_s_Work_at_AS
My works at Academia Sinica
DoRA
[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
nbasyl's Repositories
nbasyl/LLM-FP4
The official implementation of the EMNLP 2023 paper LLM-FP4
nbasyl/DoRA
Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"
nbasyl/OFQ
The official implementation of the ICML 2023 paper OFQ-ViT
nbasyl/Sean_s_Work_at_AS
My works at Academia Sinica
nbasyl/Best-README-Template
An awesome README template to jumpstart your projects!
nbasyl/comp_4321_project_search_engine
nbasyl/DoRA-project-page
This is the project webpage of: DoRA: Weight-Decomposed Low-Rank Adaptation
nbasyl/LightGCN-PyTorch
The PyTorch implementation of LightGCN
nbasyl/MixGCF
MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021
nbasyl/Nonuniform-to-Uniform-Quantization
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.
nbasyl/Q-ViT
The official implementation of the NeurIPS 2022 paper Q-ViT.
nbasyl/youtube-dl
Command-line program to download videos from YouTube.com and other video sites
nbasyl/awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
nbasyl/awesome-tips
nbasyl/bit
Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer
nbasyl/co_training_rec_project
nbasyl/distance-encoding
Distance Encoding for GNN Design
nbasyl/GPT-GNN
Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
nbasyl/GRAN
Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
nbasyl/knowledge_graph_attention_network
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
nbasyl/MCTACO
Dataset and code for “Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding, EMNLP 2019.
nbasyl/nbasyl.github.io
nbasyl/P-GNN
Position-aware Graph Neural Networks
nbasyl/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
nbasyl/pytorch_geometric
Graph Neural Network Library for PyTorch
nbasyl/ReActNet
ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.
nbasyl/save
nbasyl/SEAL_OGB
An open-source implementation of SEAL for link prediction in open graph benchmark (OGB) datasets.
nbasyl/seantheplug.github.io
nbasyl/smoothquant
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models