Our great sponsors
-
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
Selfhosting a ChatGPT clone however? You might want to follow OpenAssistant. They are building a large language model heavily inspired by ChatGPT that will be selfhostable if you have the computer power for it.
-
even for people who don't have an ML background there's now a lot of very fully-featured model deployment environments that allow self-hosting (kubeflow has a good self-hosting option, as do mlflow and metaflow), handle most of the complicated stuff involved in just deploying an individual model, and work pretty well off the shelf.
-
Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
-
even for people who don't have an ML background there's now a lot of very fully-featured model deployment environments that allow self-hosting (kubeflow has a good self-hosting option, as do mlflow and metaflow), handle most of the complicated stuff involved in just deploying an individual model, and work pretty well off the shelf.
Related posts
- [D] Is there a tool to keep track of my ML experiments?
- What is “production” Machine Learning?
- ML experiment tracking with DagsHub, MLFlow, and DVC
- Sematic – an open-source ML pipelining tool built by ex-Cruise engineers
- GitHub - DS2BRAIN/ds2: DS2 is the MLOps based Data science platform that automates machine learning pipelines and prescriptive analytics.