deep-diver / ml-deployment-k8s-tfserving
This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).
β121Updated 2 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
- β96Updated 2 years ago
- Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP productsβ96Updated last year
- MLOps for Vision Models (TensorFlow) from π€ Transformers with TensorFlow Extended (TFX)β116Updated 2 years ago
- showing various ways to serve Keras based stable diffusionβ110Updated 2 years ago
- DataOps(Data Operation), MLOps(Machine Learning Operation) Contentsβ131Updated 4 years ago
- β4Updated last year
- Python Project Templateβ67Updated 2 years ago
- β22Updated 3 years ago
- β33Updated 3 years ago
- Matorage is tensor(multidimensional matrix) object storage manager for deep learning framework(Pytorch, Tensorflow V2, Keras)β73Updated 2 years ago
- β20Updated 3 years ago
- torch tutorial and paper implementation mainly about NLPβ33Updated 2 years ago
- β36Updated 3 years ago
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelsonβ20Updated 3 years ago
- AWS SageMakerλ₯Ό μ΄μ©ν MLOpsμ LLMOpsβ32Updated last year
- Making a PyTorch model easier than ever!β79Updated 3 years ago
- β35Updated last year
- Deep learning tutorials on various tasks using PyTorchβ40Updated 2 years ago
- Serving Example of CodeGen-350M-Mono-GPTJ on Triton Inference Server with Docker and Kubernetesβ20Updated last year
- β38Updated 2 years ago
- Simple example of FastAPI + Celery + Triton for benchmarkingβ63Updated 2 years ago
- TensorFlow Implementation of state-of-the-art models since 2012β37Updated 2 years ago
- A clean and structured implementation of Transformer with wandb and pytorch-lightningβ70Updated 2 years ago
- Tensorflow 2.0 + Sacred + AI Platform + Microsoft NNIβ91Updated 4 years ago
- Simple llama usage exampleβ48Updated 2 years ago
- A clean and structured implementation of the RNN family with wandb and pytorch-lightningβ48Updated 2 years ago
- β19Updated 4 months ago
- Liner LLM Meetup archiveβ71Updated last year
- β21Updated 5 years ago
- β15Updated 3 years ago