Pinned Repositories
self-operating-computer
A framework to enable multimodal models to operate a computer.
18655_hw2
home work for CMU Service Oriented Computing
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
builder
Continuous builder and binary build scripts for pytorch
cfo-copilot
Your AI copilot for enterprise CFOs
cyber-bunny
OpenAI Assistants API quickstart with Next.js.
keras-apache-mxnet
Amazon Deep Learning's Keras with Apache MXNet support
oncall-agent
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
resolvr
roywei's Repositories
roywei/oncall-agent
roywei/builder
Continuous builder and binary build scripts for pytorch
roywei/cfo-copilot
Your AI copilot for enterprise CFOs
roywei/cyber-bunny
OpenAI Assistants API quickstart with Next.js.
roywei/deep-learning-containers
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
roywei/Megatron-LM
Ongoing research training transformer models at scale
roywei/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
roywei/resolvr
roywei/aws-deeplearning-labs
CloudFormation to setup Kubeflow and Sagemaker Operators on EKS
roywei/aws-do-eks
roywei/awsome-distributed-training
Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
roywei/DeepLearningExamples
Deep Learning Examples
roywei/fairseq-apollo
FairSeq repo with Apollo optimizer
roywei/generative-ui-agi-house
demo for generative ui
roywei/llama-3-2-vision-finetune
roywei/llama-recipes
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.
roywei/next13-ai-saas
roywei/next13-ecommerce-admin
roywei/next13-ecommerce-store
roywei/nn-zero-to-hero
Neural Networks: Zero to Hero
roywei/reveries
roywei/roywei.github.io
Lai Wei's website
roywei/sagemaker-training-toolkit
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
roywei/SeeAct
[ICML'24] SeeAct is a system for generalist web agents that autonomously carry out tasks on any given website, with a focus on large multimodal models (LMMs) such as GPT-4V(ision).
roywei/self-operating-computer
A framework to enable multimodal models to operate a computer.
roywei/skypilot
SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.
roywei/SMDDP-Examples
Repository for Forked Deep Learning Examples Used in SageMaker Data Distributed Training
roywei/SWE-agent
SWE-agent: Agent Computer Interfaces Enable Software Engineering Language Models
roywei/timelms
TimeLMs: Diachronic Language Models from Twitter
roywei/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch