ByronHsu
@linkedin ML Infra | @flyteorg Committer | @apache Committer
@linkedinUniversity of California, Berkeley
Pinned Repositories
submarine
Submarine is Cloud Native Machine Learning Platform.
AAG-Visualizer
🌆 🏙 🌃 Viz.js Graphviz - An Elegant Visualizer for And-Inverter Graph
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
FEGAN
Self-Supervised Deep Learning for Fisheye Image Rectification (pytorch implementation).
FlyteGPT
🦅🔗 Building FlyteGPT on Flyte with LangChain
life-commit
🏃📆 Life as a git. Commit on your life.
Never-Blink
👀Blink and lose.
flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
flytekit
Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.
kuberay
A toolkit to run Ray applications on Kubernetes
ByronHsu's Repositories
ByronHsu/life-commit
🏃📆 Life as a git. Commit on your life.
ByronHsu/Never-Blink
👀Blink and lose.
ByronHsu/FlyteGPT
🦅🔗 Building FlyteGPT on Flyte with LangChain
ByronHsu/submarine
Submarine is Cloud Native Machine Learning Platform.
ByronHsu/CMU15-445
https://15445.courses.cs.cmu.edu/fall2019/
ByronHsu/ds-100-final
ByronHsu/flyte
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
ByronHsu/flyteadmin
Control Plane for Flyte. Flyteadmin is a gRPC + REST Service written in golang and uses a RDBMs to store meta information and management information for Flyte Tasks and Workflows.
ByronHsu/flytekit
Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.
ByronHsu/flyteplugins
Flyte Backend Plugins contributed by the Flyte community.
ByronHsu/GithubAction
ByronHsu/kuberay
A toolkit to run Ray applications on Kubernetes
ByronHsu/leetcode-artifacts
ByronHsu/MIT-6.824
ByronHsu/mlflow
Open source platform for the machine learning lifecycle
ByronHsu/ozone
Scalable, redundant, and distributed object store for Apache Hadoop
ByronHsu/spark
Apache Spark - A unified analytics engine for large-scale data processing
ByronHsu/submarine-dev
Share some helpful development-only files.
ByronHsu/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
ByronHsu/flyteidl
Specification of the IR for Flyte workflows and tasks. Also Interfaces for all backend services. https://docs.flyte.org/projects/flyteidl/en/stable/
ByronHsu/flytepropeller
FlytePropeller is a Kubernetes native operator, that executes Flyte Workflows and Tasks. It has its own kubectl-flyte CLI to interact and is extensible using the flyteplugins/pluginmachinery interface
ByronHsu/flytesnacks
Flyte Documentation 📖
ByronHsu/langchain
⚡ Building applications with LLMs through composability ⚡
ByronHsu/Megatron-LM
Ongoing research training transformer models at scale
ByronHsu/smoe-debug
Enhancing ScatterMoE
ByronHsu/static-resources
Hosts all static resources across repositories
ByronHsu/the-algorithm
Source code for Twitter's Recommendation Algorithm
ByronHsu/the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
ByronHsu/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
ByronHsu/triton
Development repository for the Triton language and compiler