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This AI newsletter is all you need #96

Towards AI

The breakthrough is huge jumps in model capabilities and benchmark scores for small model formats (8bn and 70bn parameters) and huge jumps in capabilities of the best open-source models. When choosing the best LLM for your application, there are many trade-offs and priorities to choose between. Why should you care? OpenAI or DIY?

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Best Laptops for Deep Learning, Machine Learning (ML), and Data Science for 2023

Towards AI

Get ahead in the AI game with our top picks for laptops that are perfect for machine learning, data science, and deep learning at every budget. After analyzing over 8,000 options [8], we’ve identified the best of the best to help future-proof your AI rig. Let’s get started! 9] Ports: 1x USB-C 3.2 Gen 1 (Always On), 3x USB 3.2

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What Is Retrieval-Augmented Generation?

Hacker News

Getting the best performance for RAG workflows requires massive amounts of memory and compute to move and process data. The NVIDIA GH200 Grace Hopper Superchip , with its 288GB of fast HBM3e memory and 8 petaflops of compute, is ideal — it can deliver a 150x speedup over using a CPU.

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The Ultimate Guide to Java Virtual Threads

Hacker News

Future articles to come will focus on structured concurrency and other cool features of Project Loom. At the end of the article, we will give an example of a Maven configuration with all the needed dependencies and configurations. For people who already follow us, we asked the same question in the article on Kotlin Coroutines.

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What Are The Best Third-Party Data Ingestion Tools For Snowflake?

phData

However, in this post, we’ll take you through why you should consider using a third-party data ingestion tool for Snowflake , what we consider to be the best tools in the industry, and some tips for using those tools. To help you make your choice, here are the ones we consider to be the best. The biggest reason is the ease of use.

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Neural Style Transfer (NST)

Heartbeat

This comprehensive article will explain the fundamentals of neural style transfer (NST), provide an overview of the techniques used for performing NST, and discuss some best use cases for the application. Video Games and Film Style transfer is also ideal for creating video games and films with visually stunning and unique worlds.

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How to Version Control Data in ML for Various Data Sources

The MLOps Blog

In this article, we will discuss the importance of data versioning control in machine learning and explore various methods and tools for implementing it with different types of data sources. Originally, this tool was developed by game developers to manage large binary files, such as game assets, in Git repositories more efficiently.

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