Guangxuan-Xiao

Ph.D. candidate at MIT

MIT

Pinned Repositories

Autoencoder-Asset-Pricing-Models
Language:Python12 1 12
GSM8K-eval
Language:Python32 1 05
SPMM-CUDA
Language:C++11 2 02
THU-Computer-Graphics-2020
THU undergraduate course Computer Graphics homework repository.
Language:C++31 2 17
torch-int
This repository contains integer operators on GPUs for PyTorch.
Language:Python196 2 2154
duo-attention
[ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
Language:Python440 9 1426
fastcomposer
[IJCV] FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention
Language:Python692 19 3339
offsite-tuning
Offsite-Tuning: Transfer Learning without Full Model
Language:Python370 8 1038
smoothquant
[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
Language:Python1.4k 21 95166
streaming-llm
[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
Language:Python6.8k 66 85379

Guangxuan-Xiao's Repositories

Guangxuan-Xiao/torch-int
This repository contains integer operators on GPUs for PyTorch.
Language:Python196 2 2154
Guangxuan-Xiao/GSM8K-eval
Language:Python32 1 05
Guangxuan-Xiao/Autoencoder-Asset-Pricing-Models
Language:Python12 1 12
Guangxuan-Xiao/SPMM-CUDA
Language:C++11 2 02
Guangxuan-Xiao/Case-Search
Language:Jupyter Notebook4 2 01
Guangxuan-Xiao/SpaLoc
Sparse and Local Hypergraph Reasoning Networks
Language:Python2 3 1
Guangxuan-Xiao/awesome-ml-model-compression
Awesome machine learning model compression research papers, tools, and learning material.
1 1 0
Guangxuan-Xiao/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.
1 1 0
Guangxuan-Xiao/6s965-fall2022
Language:Jupyter Notebook1 061
Guangxuan-Xiao/accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Language:Python1 0
Guangxuan-Xiao/activitywatch
The best free and open-source automated time tracker. Cross-platform, extensible, privacy-focused.
Language:Python1 0
Guangxuan-Xiao/APSP-CUDA
CUDA APSP
Language:Cuda2 0
Guangxuan-Xiao/avalon.ist
Free open-source platform for the game The Resistance: Avalon.
Language:TypeScript1 0
Guangxuan-Xiao/bjguahao
北京市预约挂号统一平台脚本(Python3)
Language:Python1 01
Guangxuan-Xiao/CodeRanker
Fault-aware neural code rankers
Language:Python1 0
Guangxuan-Xiao/GLM-130B
GLM-130B: An Open Bilingual Pre-Trained Model
Language:Python2 01
Guangxuan-Xiao/GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
Language:Python1 0
Guangxuan-Xiao/Guangxuan-Xiao
2 0
Guangxuan-Xiao/hardwaredl-final-project
Language:Python1 0
Guangxuan-Xiao/health160
健康160自动预约/挂号/抢号脚本，可抢东莞hpv九价，用魔法对抗魔法，禁止商用🖖
Language:Python1 0
Guangxuan-Xiao/Jacinle
Personal python toolbox.
Language:Python1 0
Guangxuan-Xiao/Mango
My python toolbox.
Language:Python2 0
Guangxuan-Xiao/marius
Large scale embeddings on a single machine.
Language:C++1 0
Guangxuan-Xiao/Megatron-LM
Ongoing research training transformer models at scale
Language:Python1 0
Guangxuan-Xiao/panopticapi
COCO 2018 Panoptic Segmentation Task API (Beta version)
Language:Python1 0
Guangxuan-Xiao/ProAvalon
Online platform for The Resistance!
Language:JavaScript1 0
Guangxuan-Xiao/pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
Language:Python1 0
Guangxuan-Xiao/QPyTorch
Low Precision Arithmetic Simulation in PyTorch
Language:Python1 0
Guangxuan-Xiao/REKCARC-TSC-UHT
清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University
Language:HTML1 0
Guangxuan-Xiao/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Language:Python1 0