DanFu09

Stanford PhD in CS. Systems for ML.

Pinned Repositories

3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
Language:Python0 1 01
aquarium
Language:Jupyter Notebook01
ballroom-matchmaker
A tool for matching up new dancers
Language:JavaScript1 2 00
esper
Query, analysis, and visualization of large video collections
Language:Jupyter Notebook2 3 01
FlexGen
Running large language models like OPT-175B/GPT-3 on a single GPU. Up to 100x faster than other offloading systems.
Language:Python1 1 00
flash-attention
Fast and memory-efficient exact attention
Language:Python11.8k 104 8531k
flash-fft-conv
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores
Language:C++243 16 2224
H3
Language Modeling with the H3 State Space Model
Language:Assembly497 32 2653
m2
Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"
Language:Assembly514 21 2742
safari
Convolutions for Sequence Modeling
Language:Assembly846 36 3870

DanFu09's Repositories

DanFu09/esper
Query, analysis, and visualization of large video collections
Language:Jupyter Notebook2 3 01
DanFu09/FlexGen
Running large language models like OPT-175B/GPT-3 on a single GPU. Up to 100x faster than other offloading systems.
Language:Python1 1 00
DanFu09/senior-thesis
Repo to hold Senior Thesis
Language:TeX1 1 01
DanFu09/3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
Language:Python0 1 01
DanFu09/aquarium
Language:Jupyter Notebook01
DanFu09/beautiful-jekyll
:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll
Language:HTML1 0
DanFu09/camera_asst
Assignment 1 for Stanford CS348K (implementing a basic camera RAW pipeline)
Language:C++1 0
DanFu09/compression-ml
Using Discrete Cosine Transforms to speed up traditional machine learning techniques.
Language:TeX1 0
DanFu09/cs260r-hotcrp
Coq development to prove information confidentiality in HotCRP is correct.
Language:Coq
DanFu09/CSrankings
A web app for ranking computer science departments according to their research output in selective venues.
Language:Python1 0
DanFu09/Decentralized_FM_alpha
Language:Python0 0
DanFu09/docker
Dumping Docker images
1 0
DanFu09/eeg-video
Language:Jupyter Notebook2 01
DanFu09/example_forgetting
Language:Python1 0
DanFu09/FasterTransformer
Transformer related optimization, including BERT, GPT
Language:C++0 0
DanFu09/helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).
Language:Python0 0
DanFu09/hidden-stratification
Combating hidden stratification with GEORGE
Language:Jupyter Notebook1 0
DanFu09/ILSVRC2012_labels
DanFu09/influencingagents
Research project exploring influencing agents for flocking in low-density settings.
Language:Java2 0
DanFu09/latex-template
Language:TeX1 0
DanFu09/MLP-Mixer-CIFAR
PyTorch implementation of Mixer-nano (#parameters is 0.67M, originally Mixer-S/16 has 18M) with 90.83 % acc. on CIFAR-10. Training from scratch.
Language:Python0 0
DanFu09/rc-files
A place to dump my .vimrc and other files
Language:Vim script1 0
DanFu09/rekall-aisystems2019-web
Language:HTML2 0
DanFu09/rekall-vldb2020-web
Language:HTML
DanFu09/robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
Language:Jupyter Notebook1 0
DanFu09/sail-blog
The SAIL blog
Language:HTML
DanFu09/SpanBERT
Code for using and evaluating SpanBERT.
Language:Python1 0
DanFu09/StableDiffusion
An Example Wrapper of Stable Diffusion that runs on Together Computer
Language:Python4
DanFu09/transformers-NielsRogge
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Language:Python0 0
DanFu09/ViT-CIFAR
PyTorch implementation for Vision Transformer[Dosovitskiy, A.(ICLR'21)] modified to obtain over 90% accuracy FROM SCRATCH on CIFAR-10 with small number of parameters (= 6.3M, originally ViT-B has 86M).
Language:Python0 0