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Fault Tolerant Llama training

Hacker News

Cluster Setup Crusoe graciously lent us a cluster of 300 L40S GPUs. torchft can have many, many hosts in each replica group, but for this cluster, a single host/10 gpus per replica group had the best performance due to limited network bandwidth. Register now! The GPUs were split up across 30 hosts, each with 10 NVIDIA L40S GPUs.

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Create Audience Segments Using K-Means Clustering, Churn Prevention with Reinforcement Learning…

ODSC - Open Data Science

Upcoming Webinars: How to build stunning Data Science Web applications in Python Thu, Feb 23, 2023, 12:00 PM — 1:00 PM EST This webinar presents Taipy, a new low-code Python package that allows you to create complete Data Science applications, including graphical visualization and the management of algorithms, models, and pipelines.

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Build conversational interfaces for structured data using Amazon Bedrock Knowledge Bases

Flipboard

You can chat with your structured data by setting up structured data ingestion from AWS Glue Data Catalog tables and Amazon Redshift clusters in a few steps, using the power of Amazon Bedrock Knowledge Bases structured data retrieval. Use the data ingestion notebook to create a Redshift Serverless namespace and workgroup in the default VPC.

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Visualization for Clustering Methods, Gen AI & the Law, and Examples of Doman-Specific LLMS

ODSC - Open Data Science

Visualization for Clustering Methods Clustering methods are a big part of data science, and here’s a primer on how you can visualize them. Professor Mark A. Lemley on Generative AI and the Law Here’s what Mark A.

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Product Clustering Techniques in Demand Forecasting

DataRobot

All of these techniques center around product clustering, where product lines or SKUs that are “closer” or more similar to each other are clustered and modeled together. Clustering by product group. The most intuitive way of clustering SKUs is by their product group. Clustering by sales profile.

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How to Manage Thousands of Real-Time Models in Production

Iguazio

You can hear more details in the webinar this article is based on, straight from Kaegan Casey, AI/ML Solutions Architect at Seagate. from local or virtual machine to K8s cluster) and the need for bespoke deployments. from local or virtual machine to K8s cluster) and the need for bespoke deployments.

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Empowering Secure AI with Open-Source LLMs and Compute-Over-Data

ODSC - Open Data Science

During a recent ODSC webinar , Sean Tracey, Head of Developer Relations at Expanso, presented a compelling vision for running large language models (LLMs) securely, efficiently, and locally. Olama abstracts model complexity and provides a clean API for interaction.

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