Michaelvll

DeepCCA

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.

graphtrans

Representing Long-Range Context for Graph Neural Networks with Global Attention

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

runpod-python

🐍 | Python library for RunPod API and serverless worker SDK.

skycamp23-tutorial

SkyCamp23 Tutorial for SkyPilot and FastChat

skypilot

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

beancount-import

Web UI for semi-automatically importing external data into beancount

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

FLAG

Adversarial Data Augmentation for Graph Neural Networks.

FlexGen

Throughput-oriented systems for large language models on commodity GPUs.

gliderport

Launch jobs on sky

instruct-eval

This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.

michaelvll.github.io

MIT-6.824

Basic Sources for MIT 6.824 Distributed Systems Class

pna

Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric

pytorch-distributed-resnet

Example of Pytorch Resnet Distributed Training - pulled from https://leimao.github.io/blog/PyTorch-Distributed-Training/

Qwen1.5

Qwen1.5 is the improved version of Qwen, the large language model series developed by Qwen team, Alibaba Cloud.

skypilot-catalog

skypilot-celery

This is a simple project for running skypilot on celery

skypilot-ci-cd-runner

GPU CI/CD runner that works — using SkyPilot

skypilot-ml-pipeline-exp

skypilot-new-cloud

Example for adding a new cloud in SkyPilot

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding.

torchprofile

A general and accurate MACs / FLOPs profiler for PyTorch models

tpu

Reference models and tools for Cloud TPUs.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

vscode-python

Python extension for Visual Studio Code