Michael Luo's repositories
michaelzhiluo.github.io
Website
AlphaGarden
A fast, first order open-access simulator that integrates single plant growth models with inter-plant competition for sun light and water.
bert
TensorFlow code and pre-trained models for BERT
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
chakra
Chakra is a highly customizable Kubernetes scheduler that makes Kubernetes schedule jobs as _you_ want them.
csua-backend
A backend for the CSUA interblags.
dreamer
Dream to Control: Learning Behaviors by Latent Imagination
final-184-project
Smoke Style Transfer
gavel
Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
horovod-tf-resnet
Taken from https://github.com/horovod/horovod/tree/master/examples/keras
lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
metaworld
An open source robotics benchmark for meta- and multi-task reinforcement learning
ProMP
ProMP: Proximal Meta-Policy Search
pytorch-distributed-resnet
Example of Pytorch Resnet Distributed Training - pulled from https://leimao.github.io/blog/PyTorch-Distributed-Training/
rl-experiments
Keeping track of RL experiments
size-limit
Calculate the real cost to run your JS app or lib to keep good performance. Show error in pull request if the cost exceeds the limit.
spark
Apache Spark - A unified analytics engine for large-scale data processing
spark-tpc-ds-performance-test
Use the TPC-DS benchmark to test Spark SQL performance
stable-diffusion-webui
Stable Diffusion web UI
text-generation-inference
Large Language Model Text Generation Inference
TorchLORA
TorchLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs