Steven Liu ⚡️
Hey there 👋
I'm Steven Liu
Steven Liu is a Machine Learning Engineer at Adobe Firefly, where he focuses on scaling the ML Data Platform for generative AI model development. Previously, he worked on training optimization for autonomous driving models at Cruise. At Meta, he led the development of NLP frameworks (torchtext, pytext), brought LLMs(RoBERTa, XLM-R) from research to production and was a core contributor to a few libraries in the PyTorch ecosystem.
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Recent Projects
JIT-Embedding with Ray Serve: Accelerating Large-Scale GenAI Foundation Model Training

JIT-Embedding with Ray Serve: Accelerating Large-Scale GenAI Foundation Model Training
NEW

This presentation introduces JIT-Embedding (Just-in-Time Embedding), a novel solution designed to accelerate the training of foundational Generative AI (GenAI) models, with a focus on image and video generation in Adobe Firefly.
FudiFox: A powerful macOS productivity app with AI integration

FudiFox: A powerful macOS productivity app with AI integration
App

Fast search, custom workflows, and AI-powered automation at your fingertips
PyText: a PyTorch NLP Framework died before LLM became popular

PyText: a PyTorch NLP Framework died before LLM became popular
Framework

PyText is a deep-learning based NLP modeling framework built on PyTorch. It addresses the often-conflicting requirements of enabling rapid experimentation and serving models at scale. PyText was the most popular NLP framework for production in Facebook and enabled hundreds of ML engineers to iterate quickly on new modeling ideas and then seamlessly ship them at scale.
TorchText: the NLP Library from PyTorch

TorchText: the NLP Library from PyTorch
PyTorch

This library is part of the PyTorch project. PyTorch is an open source machine learning framework. The torchtext package consists of data processing utilities and popular datasets for natural language.