npatta01 / pytorch-serving-workshop
Slides and notebook for the workshop on serving bert models in production
☆25Updated 2 years ago
Alternatives and similar repositories for pytorch-serving-workshop:
Users that are interested in pytorch-serving-workshop are comparing it to the libraries listed below
- Machine Learning with TensorFlow Extended (TFX) Pipelines☆13Updated last year
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 4 years ago
- Creating a Gradio user interface to predict the sentiment of a tweet☆12Updated 3 years ago
- Best practices for engineering ML pipelines.☆35Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 3 months ago
- Build fast gradio demos of fastai learners☆35Updated 3 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆35Updated 3 years ago
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- Slides and notebook for the workshop on building a search system☆22Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated last year
- ☆20Updated 3 years ago
- serving a torch model using Celery, Redis and RabbitMQ to serve users asynchronously☆21Updated last year
- ☆18Updated 4 months ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- 🤗 Collection of examples on how to train, deploy and monitor HuggingFace models in Google Cloud Vertex AI☆21Updated last year
- ☆48Updated last year
- A simple search engine to search medium stories built with streamlit and elasticsearch.☆40Updated 3 years ago
- Template for data pipelines, ML workflows, API dev and monitoring☆45Updated last year
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆37Updated last year
- ☆23Updated 2 years ago
- [WIP] Behold, semantic-search, built over sentence-transformers to make it easy for search engineers to evaluate, optimise and deploy mod…☆15Updated last year
- Example code and notebooks related to mlflow, llmops, etc.☆42Updated 9 months ago
- Collection of python scripts to demonstrate asynchronous programming in python☆11Updated 2 years ago
- ☆16Updated 2 years ago
- ☆17Updated 4 years ago
- This workshop was done as a part of the 1729 conference organized by Fractal Analytics and Analytics Vidhya. Key content covered was hand…☆21Updated 2 years ago
- ☆18Updated 3 years ago
- ☆16Updated 4 years ago
- Maternal Health Risk prediction MLOps pipeline☆43Updated 2 years ago