Effortless Experiment Tracking: Serverless MLflow on Google Cloud Run! Learn how to deploy MLflow with our step-by-step tutorial by Adrian Rumpold, Principal MLOps Engineer. No deep tech knowledge needed.

Read now: linkedin.com/pulse/serverle…

#MLOps #GoogleCloud

This stack (DREAM) is a must-reference resource for any AI engineer looking to setup principled experimentation/eval infrastructure for productionizing LLM apps.

Use Ray, Ragas, LlamaIndex 🦙, and MLflow to easily experiment with all the different parameter settings in a RAG

📢 #ML flow is affected by CVE-2024-3573, a vulnerability that leads to Arbitrary File Read. This is one of the various vulnerabilities released recently for #ML open-source packages showing #LLMs are in attackers' crosshairs. Remediation suggestion: bit.ly/3vNCv6p #AppSec

Get started with MLflow! This @mlflow tutorial covers setting up a local server & tracking experiments. Dive in now: shannonalliance.com/featured-insig… #MachineLearning #MLflow

The world runs on open-source software, who's job is it to secure it?

This is an open question for popular AI tools ranging from Spark, to Ray to MLFlow. Getting up to speed on security has helped me operationalise machine learning systems.

buff.ly/3UfY1tW

Jerry Liu LlamaIndex 🦙 MLflow Love the setup. I just wish I could swap out MLflow
(Completely personal preference, btw. No disrespect intended to the fine folks who develop MLflow.)

Early bird catches the worm 🐦

Save $400 by registering for the Databricks #DataAISummit before April 30! You’ll explore the latest advances in #ApacheSpark , Delta Lake, MLflow, LangChain, PyTorch, dbt, and more sprou.tt/1IL3T1R7ECe

6️⃣ Simplify ML experiment tracking with MLflow.

Use our free Docker-based MLflow workspace for easy logging and tracking of your machine learning experiments.

Putting an AI model to production is more than simply creating an API to pass data to your .pt or .h5 model file. You need to set up preprocessing and inferencing pipelines with tools like MLflow, store parameters, metrics and artefacts with tools like weights and biases

Huge appreciation for MLOps and data engineers!

Having to design ETL flows and manage a self-hosted model registry & experiment tracking service.

MLFlow is really nice.

Currently doing a lot of experiments for our research.
Some structure really goes a long way...

Chad Brewbaker Jerry Liu LlamaIndex 🦙 MLflow I thought about that, but one of the things that a genetic algorithm needs to be effective is *unbiasedness* in the mutation operator. Any model-based approach to the mutation operator introduces bias toward the particular linguistic constructs it's learned (e.g., 'delve').

Jerry Liu LlamaIndex 🦙 MLflow Simon Willison I’m assuming mutation and crossover can be handled by llama3? Just need the Python glue around it and the optimization function?

Today I earned my 'Track model training in Jupyter notebooks with MLflow' badge! I’m so proud to be celebrating this achievement and hope this inspires you to start your own Microsoft Learn journey!

learn.microsoft.com/api/achievemen… #MSLearnBadge

Today I earned my 'Track model training in Jupyter notebooks with MLflow' badge! I’m so proud to be celebrating this achievement and hope this inspires you to start your own Microsoft Learn journey!

learn.microsoft.com/api/achievemen… #MSLearnBadge

Advancing AI – Beginners Guide to MLflow #TechnologyTransformation #IF 'Transformation' #DataDriven [Video] Unlock the power of MLflow within Databricks, now easier than ever! Effortlessly track and log your experiments with AutoLogging, and seamlessly… dlvr.it/T5m5PG

7️⃣ Model Training and Evaluation: Set up robust logs. Track model experiments. Tools like MLflow can help manage this process. They provide a systematic way to track iterations, parameters, and performance. 📊 #ModelOptimisation

mlflow, kubeflow, airflow, ray, zenml

nixCraft 🐧 Came here to argue, but look at these vulnerabilities... security.snyk.io/package/pip/ml… 😅

Locally Optimal Jerry Liu LlamaIndex 🦙 MLflow If you keep the prompt the answer came from, you can re-run it at nonzero temperature. 🤷‍♂️