Dina Suehiro Jones's repositories
GenAIExamples
Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.
optimum-habana
Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
ai-containers
This repository contains Dockerfiles, scripts, yaml files, Helm charts, etc. used to scale out AI containers with versions of TensorFlow and PyTorch that have been optimized for Intel platforms. Scaling is done with python, Docker, kubernetes, kubeflow, cnvrg.io, Helm, and other container orchestration frameworks for use in the cloud and on-premise
lpot
Intel Low Precision Optimization Tool, targeting to provide a unified low precision inference interface cross different deep learning frameworks, and support auto-tune with specified accuracy criterion to find out best quantized model.
accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
optimum-intel
🤗 Optimum Intel: Accelerate inference with Intel optimization tools
transfer-learning
Libraries and tools to support Transfer Learning
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
intel-extension-for-pytorch
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
ngraph-bridge
TensorFlow-nGraph bridge
test
testing, will delete later
ngraph
nGraph - open source C++ library, compiler and runtime for Deep Learning
mlt-1
ML Container Templates
examples
A repository to host extended examples and tutorials
models
Model Zoo for Intel® Architecture: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors
pipelines
Machine Learning Pipelines for Kubeflow
gitflow-poc
POC for testing the Git Flow process
draft
A tool for developers to create cloud-native applications on Kubernetes.
kubeflow
Machine Learning Toolkit for Kubernetes
benchmarks
Benchmark code
mlt-draft-packs
MLT template draft packs
experiments
Experiments API for Experiment Tracking on Kubernetes
tensorflow
Computation using data flow graphs for scalable machine learning
unet_distributed
Distributed TensorFlow UNet
mlt
ML Container toolkit
experimental-kvc
Kubernetes Volume Controller
helm
The Kubernetes Package Manager
Question-Answering
TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.