deep-diver / ml-deployment-k8s-tfservingLinks
This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).
☆125Updated 3 years ago
Alternatives and similar repositories for ml-deployment-k8s-tfserving
Users that are interested in ml-deployment-k8s-tfserving are comparing it to the libraries listed below
Sorting:
- ☆96Updated 3 years ago
- Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products☆97Updated 2 years ago
- showing various ways to serve Keras based stable diffusion☆111Updated 2 years ago
- MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)☆114Updated 3 years ago
- Python Project Template☆68Updated 3 years ago
- ☆18Updated 2 years ago
- ☆33Updated 3 years ago
- Deep learning tutorials on various tasks using PyTorch☆42Updated 3 years ago
- ☆38Updated 3 years ago
- AskUp Search ChatGPT Plugin☆20Updated 2 years ago
- Large-scale language modeling tutorials with PyTorch☆292Updated 4 years ago
- A collection of various deep learning architectures, models, and tips☆63Updated 5 years ago
- A clean and structured implementation of Transformer with wandb and pytorch-lightning☆71Updated 3 years ago
- OSLO: Open Source framework for Large-scale model Optimization☆309Updated 3 years ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆223Updated 3 years ago
- Matorage is tensor(multidimensional matrix) object storage manager for deep learning framework(Pytorch, Tensorflow V2, Keras)☆73Updated 2 years ago
- ☆20Updated 4 years ago
- https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html☆30Updated 4 years ago
- Repository for Mastering Large Datasets with Python☆69Updated 3 years ago
- Serving Example of CodeGen-350M-Mono-GPTJ on Triton Inference Server with Docker and Kubernetes☆20Updated 2 years ago
- torch tutorial and paper implementation mainly about NLP☆32Updated 3 years ago
- DataOps(Data Operation), MLOps(Machine Learning Operation) Contents☆130Updated 4 years ago
- Application for searching images from natural language queries☆46Updated 4 years ago
- Deep Learning Paper Simple Review + Helpful Article☆48Updated 3 years ago
- This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.☆30Updated 3 years ago
- BentoML Example Projects 🎨☆141Updated last year
- AWS SageMaker를 이용한 MLOps와 LLMOps☆32Updated 2 years ago
- Simple llama usage example☆47Updated 2 years ago
- Making a PyTorch model easier than ever!☆80Updated 4 years ago
- End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.☆43Updated 2 years ago