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Best Samsung Galaxy Tablets in May 2024 – Picked by experts

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Nobody makes Android tablets the way Samsung does. The company is an outlier as it still comes out with a flagship Android tablet every year. As part of the company’s vision to offer something for everyone, Samsung’s lineup also includes mid-range and affordable options. Its flagship tablets have really come into their own over the past few years.

This variety can often present a challenge to those who just want to know what the best Samsung Galaxy tablets are. To help them out, we have created this list of best Samsung tablets which breaks down the strength of each option and explains who should buy them, and why. In addition to detailed information about each tablet, you’ll also find links to our in-depth reviews for these tablets.

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Don’t have time to read the entire list? We’ve conveniently listed all of the best tablets in each category here. You’re just one click away from picking them up!

Spec Monster: Galaxy Tab S9 Ultra
Productivity: Galaxy Tab S8+
Entertainment: Galaxy Tab S9 FE+
S Pen on a budget: Galaxy Tab S6 Lite

Our Best Samsung Tablets List For May 2024

Samsung has introduced the Galaxy Tab S9 series in 2023. Much like its predecessor, the new series also features three flagship models. The Galaxy Tab S9 series was unveiled at Samsung’s Unpacked event in South Korea in July 2023. The lineup includes the Galaxy Tab S9, Galaxy Tab S9+ and the Galaxy Tab S9 Ultra.

Best Samsung Tablet – Spec monster: Galaxy Tab S9 Ultra

No other tablet can be considered as one of the best Android tablets on the market than the Galaxy Tab S9 Ultra. It’s the top-of-the-line model in this flagship series and it’s packed to the gills with high-end technology. The Galaxy Tab S9 Ultra boasts a 14.6-inch Dynamic AMOLED 2X display with a 120Hz refresh rate. Like its predecessor, it also has a notched display.

It’s powered by the Snapdragon 8 Gen 2 chipset from Qualcomm with an integrated 5G modem. The tablet can be purchased with 12GB RAM and 256/512GB storage or 16GB RAM and 1TB of storage. Since it has an IP68 rating, it’s also one of the only water and dust resistant tablets on the market. Theres a 11,200mAh battery keeping the lights on with support for wired fast charging.

Samsung has also added many useful software features to make the Galaxy Tab S9 Ultra a productivity beast. There’s also the ultra-low latency S Pen that provides a true pen-on-paper writing experience.

Reasons to buy: Great display, IP68 water resistance, best-in-class performance.

Who should buy: Users who need to be productive on the go and require a tablet that can keep up with them.

Galaxy Tab S9 Ultra Specs | Galaxy Tab S9 Ultra Review | Buy Galaxy Tab S9 Ultra from Samsung.com

Best Samsung Tablet – Productivity: Galaxy Tab S8+

If you’re not in the market for an all out bonkers tablet like the Galaxy Tab S9 Ultra, you can’t go wrong with the Galaxy Tab S8+ as a solid productivity tool. It remains a solid contender for the best Android tablet in this category. It has an impressive 12.4-inch Super AMOLED 120Hz refresh rate display, a Snapdragon 8 Gen 1 processor with up to 16GB of RAM. There’s also a 10,090mAh battery that’s more than enough to see you through a particularly busy work day.

You can get the Galaxy Tab S8+ in Wi-Fi or 5G models. It supports the S Pen that ships with the tablet so you can scribble, draw, take notes, and write to your heart’s desire while enjoying an almost true to life pen on paper experience. Starting at $899 but normally available for less, it’s a great tablet in thi…

Reasons to buy: Powerful specs, 5G variant available, great display, and S Pen in the box.

Who should buy: Customers who need a powerful productivity tablet at an affordable price point.

Galaxy Tab S8+ Specs | Galaxy Tab S8+ Review | Buy Galaxy Tab S8+ from Samsung

Best Samsung Tablet – Entertainment: Galaxy Tab S9 FE+

Samsung Galaxy Tab S9 FE+ Display

You can’t go wrong with the Galaxy Tab S9 FE+ if all you need a tablet for is entertainment and casual web browsing. It’s the perfect option for this use case as its 12.4-inch 90Hz refresh rate display is great for consuming your favorite content. It’s also IP68 water resistant so you can even take it in the pool with you on those lazy weekends.

The Exynos 1380 chipset provides plenty of performance combined with 8GB of RAM and 128GB of storage. You can even expand the memory up to 1TB. The tablet is also equipped with an 8-megapixel + 8-megapixel dual camera setup at the back in addition to a 12-megapixel ultra-wide selfie camera. It comes with Android 13 out of the box as well as a 10,090mAh battery

Reasons to buy: Large, vibrant display, good audio quality, affordable price point and IP68 water resistance.

Who should buy: Customers who require a tablet primarily for content consumption.

Galaxy Tab S9 FE+ Specs | Galaxy Tab S9 FE+ Review | Buy Galaxy Tab S9 FE+ from Samsung

Best Samsung Tablet – S Pen on a budget: Galaxy Tab S6 Lite

Samsung launched the Galaxy Tab S6 Lite earlier this year with the sole purpose of bringing the S Pen to the masses. Previously, one needed to purchase Samsung’s flagship tablet just to get the S Pen experience. With the Galaxy Tab S6 Lite, Samsung has significantly lowered that barrier of entry.

It still feels sufficiently premium thanks to its metal body. The Galaxy Tab S6 Lite also has something that none of the tablets mentioned above have: a 3.5mm headphone jack. Don’t expect a gorgeous AMOLED panel, though, the Galaxy Tab S6 Lite has a 10.4-inch LCD display. The tablet isn’t suited to heavy workloads but if you don’t need that much power, at $429 it’s a great option for those who want the S Pen experience without breaking the bank. It’s often available for purchase online at a decent discount.

Reasons to buy: Affordable, S Pen, 3.5mm headphone jack and good build quality.

Who should buy: Those that don’t require a powerful tablet but would like to have the S Pen experience without spending a fortune.

Galaxy Tab S6 Lite Specs | Galaxy Tab S6 Lite Review | Buy Galaxy Tab S6 Lite from Samsung

Why These Are The Best Samsung Tablets This Month

The Galaxy Tab S9 Ultra is without a doubt one of the best tablets that Samsung has made. From its large and vibrant display to its top-of-the-line specs, IP68 water and dust resistance, this is an exceptional tablet that power users are bound to love.

It’s hard to beat the value for money that the Galaxy Tab S8+ provides as a productivity tool. Since it’s a year old now, you can get it at a very attractive price while also enjoying all of the power and performance that it has to offer. If you only need a tablet for watching content and casual browsing, the Galaxy Tab S9 FE+ fits the bill perfectly.

Lastly, the Galaxy Tab S6 Lite is a viable option for customers who want to experience the S Pen on a large display but don’t need a flagship tablet. It offers them the opportunity to experience the best of what the S Pen has to offer at a reasonable price point.

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Best Samsung Phones in May 2024 – Picked by experts

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Given the sheer number of devices that it releases every year, finding the best Samsung phones can often prove to be a challenge for most customers. It doesn’t matter if you want a flagship or a budget device. Samsung offers plenty of options for all price ranges.

To make it easier for you to find the one that best suits your needs, our expert reviewers have created this list of the best Samsung smartphones. We’ll explain precisely why a device has made it onto our list and provide you with links to their detailed reviews. This will help you cut through the noise and make an informed decision.

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Don’t have time to read the entire list? We’ve conveniently listed all of the best phones in each category here. You’re just one click away from picking them up!

Spec Monster: Galaxy S24 Ultra
Productivity: Galaxy Z Fold 5
Compact: Galaxy S23 FE
Foldable: Galaxy Z Flip 5
Mid-range: Galaxy A54 5G
Budget: Galaxy A34 5G

Our Best Samsung Phone List For May 2024

Our May 2024 list has a great variety of phones, including the Samsung’s latest Galaxy S24 series, and the company’s latest foldable phones. We have also included some of the good Samsung phones in the mid-range and affordable categories that are currently available.

Best Samsung Phone – Spec monster: Galaxy S24 Ultra

Samsung makes the “Ultra” model the one to get if you want the absolute best of what the company has to offer. The Galaxy S24 Ultra takes it up a few notches this year with some of the major upgrades that Samsung has made to this device. Its the best phone to experience Galaxy AI, Samsung’s suite of AI features, on and it’s also the first Galaxy smartphone to feature Titanium.

Galaxy AI also adds a handful of useful features to the device. This includes live translation of calls, intelligent summarization of content in Samsung Notes and other apps, Circle to Search, generative edit, and more.

The 6.8-inch Quad HD+ display is flat this time around, a departure from the curved panels on previous models. The Titanium finish makes the Galaxy S24 Ultra feel like one of the most premium devices we’ve seen yet from the company. While Samsung may have brought back the Exynos chipset with this series, the Galaxy S24 Ultra is the only device that runs on the Snapdragon 8 Gen 3 for Galaxy in all markets. It’s paired with 12GB of RAM and up to 1TB of storage.

You still get the same 5,000mAh battery like last year with support for 45W charging. The camera setup gets an upgraded 200-megapixel primary sensor with a 12-megapixel ultra-wide, a 50-megapixel 5x optical and a 10-megapixel 3x optical zoom sensor. You’ll find a 12-megapixel selfie camera on the front as well. Significant improvements have been made to the camera software, including new AI features, that enable you to create slow-motion videos from any clip as well as remove and resize objects in photos.

Reasons to buy: Titanium finish, Galaxy AI features, Qualcomm 8 Gen 3 chipset everywhere, improved cameras.

Who should buy: Samsung loyalists, pro users, AI early adopters, content creators.

Galaxy S24 Ultra Specs | Galaxy S24 Ultra Review | Buy Galaxy S25 Ultra from Samsung

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Best Samsung Phone – Productivity: Galaxy Z Fold 5

It goes without saying that the Galaxy Z Fold 5 is the best Samsung phone for productivity. It has a massive internal S Pen-compatible foldable display that’s firmly in tablet territory, providing you plenty of screen real estate to get serious work done on the go. The external display is large enough that you can accomplish many quick tasks without having to unfold the device.

The 6.20-inch external display has a large 23.1:9 aspect ratio with 120Hz refresh rate. The internal display measures 7.6-inch with an adaptive 1-120Hz refresh rate. It’s compatible with the S Pen that’s still an optional accessory for this phone. You can buy a case that doubles as protection for the device as well as a place to store the S Pen.

The camera setup on this device includes a 50-megapixel primary sensor with Dual Pixel PDAF and optical image stabilization. There’s also a 10-megapixel telephoto sensor with OIS and 3x optical zoom. A 12-megapixel ultra-wide sensor is present as well in addition to a 4-megapixel Under-Display Camera and a 10-megapixel selfie camera on the cover screen.

Samsung has equipped the Galaxy Z Fold 5 with several great features to help make it the productivity beast that it is. It’s without a doubt one of the top Samsung phones of 2024. While it’s also the most expensive on the list, Samsung routinely offers great deals through its online store to make it easier for customers to buy the Galaxy Z Fold 5.

Reasons to buy: Absolute productivity beast, S Pen support, modern design, improved cameras and foldable form factor.

Who should buy: Power users, productivity champs, casual gamers, and content creators.

Galaxy Z Fold 5 Specs | Galaxy Z Fold 5 Review | Buy Galaxy Z Fold 5 from Samsung

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  • Unfolded: 154.9 x 129.9 x 6.1 mmFolded: 154.9 x 67.1 x 13.4 mm

Best Samsung Phone – Compact: Galaxy S23 FE

The wait for a new Fan Edition smartphone from Samsung ended in October 2023 as the company unveiled the Galaxy S23 FE. Based on the popular Galaxy S23 series, there were already high expectations from this device before it arrived, and it’s safe to say that it met them all very well. Retaining the compact DNA of its predecessors, the Galaxy S23 FE features a 6.4-inch FHD+ AMOLED display with a 60-120Hz adaptive refresh rate.

It’s powered by the Snapdragon 8 Gen 1 chipset in some markets whereas an improved version of the Exynos 2200 powers it in most other markets. The company has added a vapor chamber to help with cooling on the Exynos variants, fixing one of the key concerns with this chipset. You can get the Galaxy S23 FE with 8GB of RAM and up to 256GB of storage. It has the same 4,500mAh battery as its predecessor with support for 25W fast charging. The cameras have been upgraded on this model to include a 50-megapixel primary sensor in addition to an 8-megapixel telephoto with 3x optical zoom and a 12-megapixel ultra-wide sensor. You’ll also find a 10-megapixel selfie camera on the front.

Much like most of the new devices in Samsung’s lineup now, the Galaxy S23 FE is going to receive four years of Android OS upgrades and five years of security updates. This makes it a great future proof device for customers who don’t particularly like changing their phones all that often.

At $629.99, the Galaxy S23 FE is $70 cheaper than its predecessor, which is just one of the many reasons why you should be picking this up in 2024. This device provides incredible value for money at this price point, a feat that few other phones can manage at this end of the price spectrum.

Reasons to buy: Respectable specs, revamped design, great performance, lower price.

Who should buy: Budget conscious customers, those who don’t need a full-fledged flagship but require decent performance.

Galaxy S23 FE Specs | Galaxy S23 FE Review | Buy Galaxy S23 FE from Samsung

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Best Samsung Phone – Foldable: Galaxy Z Flip 5

The Galaxy Z Flip 5 is one of the two new foldable phones Samsung launched in July 2023. However, it takes the spot on this list because the clamshell foldable gets the bulk of the updates. For starts, it has a larger cover display called the Flex Window which address one of the biggest shortcomings of previous models.

In addition to the 3.4-inch Flex Window cover display, the Galaxy Z Flip 5 also has a 6.7-inch Dynamic AMOLED 2X FHD+ resolution foldable display with a 120Hz adaptive refresh rate. It packaged neatly in a shell made out of aluminium with a new hinge that reduces the panel gap.

The Galaxy Z Flip 5 boasts the latest Qualcomm Snapdragon 8 Gen 2 chipset with 12GB of LPDDR5X RAM. It’s available with up to 512GB of storage. Samsung has retained the same cameras as the 2022 model, however, some improvements have been made to the sensors and camera software.

This is clearly one of the best Samsung phones ever made, if you were to ask foldable fans specifically, as there aren’t many devices that can hold a candle to the Galaxy Z Flip 5.

Reasons to buy: Larger cover display, new color options, and improved hinge that enhances durability.

Who should buy: Galaxy Z Flip fans, fashionistas, and trendsetters.

Galaxy Z Flip 5 Specs | Galaxy Z Flip 5 Hands-on | Buy Galaxy Z Flip 5 from Samsung

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  • Folded: 85.1 x 71.9 x 15.1 mmUnfolded: 165.1 x 71.9 x 6.9 mm

Best Samsung Phone – Mid-range: Galaxy A54 5G

Samsung has further solidified its premium mid-range offerings with the Galaxy A54 5G. This device comes with several improvements that make it better than its predecessor. It’s one of the best Samsung mid-range smartphones in the market right now. It has a design language similar to the Galaxy S23 models, including the three independent circular cutouts for each rear-facing camera sensor.

The Galaxy A54 5G boasts a 6.4-inch Full HD+ Super AMOLED display with a 120Hz refresh rate. The panel itself has seen a massive reduction in blue light emissions, making it more comfortable to view, and utilizes Vision Booster technology to increase the brightness up to 1,000 nits. You’ll find the Exynos 1380 chipset under the hood with up to 8GB of RAM and 256GB of storage. It does support memory expansion via microSD cards. The camera setup includes a 50-megapixel primary sensor alongside a 12-megapixel ultrawide and 5-megapixel macro sensor. There’s a 32-megapixel selfie camera on the front.

A 5,000mAh battery keeps the lights on with support for 25W fast charging. In addition to its stereo speakers, the device also supports Dolby Atmos. Like most of its devices, the Galaxy A54 5G will also receive four years of Android OS upgrades from Samsung.

Reasons to buy: Great new design, powerful internals, brighter display, bigger battery, great software support.

Who should buy: Those who love mobile gaming, millennials, and customers looking for a great mid-range phone.

Galaxy A54 Specs | Galaxy A54 5G Review | Buy Galaxy A54 5G from Samsung

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  • Bar: 158.2 x 76.7 x 8.2 mm

  • https://sammobile.digidip.net/visit?url=https://samsung.com/us/mobile/phones/galaxy-a54/buy/

Best Samsung Phone – Budget: Galaxy A34 5G

Galaxy A34 5G review

Samsung has made considerable upgrades to this budget lineup with the Galaxy A34 5G. It gets a design refresh with a slightly curved frame and separate cutouts for the rear camera lenses. Instead of being powered by an Exynos chipset like its predecessors, the Galaxy A34 5G comes with a MediaTek Dimensity 1080 chipset with up to 8GB of RAM and 256GB of storage.

Its 6.6-inch Full HD+ resolution Super AMOLED display has an improved refresh rate of 120Hz and the brightness can now go as high as 1,000nits, thanks to Samsung’s Vision Booster technology. The rear camera setup now features a 48-megapixel primary sensors alongside an 8-megapixel ultra-wide and 5-megapixel macro sensor. Ther’es a 13-megapixel selfie camera as well.

You’ll get plenty of juice with the 5,000mAh battery that supports 25W fast charging. The device even has IP67 dust and water resistance. Samsung confirms that the Galaxy A34 5G will get four years of Android OS upgrades.

Reasons to buy: Efficient chipset, improved design, better battery life, elevated cameras.

Who should buy: Budget conscious customers and customers who like simple phones.

Galaxy A34 5G Specs | Galaxy A34 5G Review | Buy Galaxy A34 5G from Samsung

Samsung
Galaxy A34 5G

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  • Bar: 161.3 x 78.1 x 8.2 mm

Why These Are The Best Samsung Phones This Month

Samsung’s strategy has long been to offer something for everyone. We now have one of Samsung’s most diverse smartphone lineups. The Galaxy S23 Ultra is a true beast and there won’t be many phones this year that can match its power. The Galaxy Z Fold 5 is one of the most feature-packed phones from Samsung. With its unique foldable form factor and support for the S Pen, there’s hardly any device that can rival its claim as a productivity champion.

The Galaxy Z Flip 5 is one of the best foldable smartphones Samsung has ever made. The larger cover display makes it easier to get more done without having to unfold the device every single time. The new hinge also improves durability and makes the device sleeker.

The Galaxy S23 FE is the best option for customers that want the most value for their money. Not only does it provide near flagship-level specifications but it also does that at lower price compared to its predecessor, making it a no-brainer if you’re in that price segment.

The Galaxy A54 5G arrived in 2023 and it spectacularly builds upon the popularity of this mid-range series. It fast became one of the most sought-after phones in this segment, courtesy of its revamped design and powerful internals. The Galaxy A34 5G’s upgrades have also won it a place on this list, as it’s one of the best-value devices from Samsung so far.

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Apple Hired Dozens of AI Experts From Google for a Secretive Zurich Research Lab

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Apple has poached dozens of artificial intelligence experts from Google and created a “secretive European laboratory” in Zurich to house a new team of staff tasked with building new AI models and products, according to a paywalled Financial Times report.

Apple Silicon AI Optimized Feature Siri 1
Based on an analysis of LinkedIn profiles conducted by FT, Apple has recruited at least 36 specialists from Google since 2018, when it poached John Giannandrea to be its top AI executive.

Apple’s main AI team works out of California and Seattle, but the company has recently expanded offices dedicated to AI work in Zurich, Switzerland. Apple’s acquisition of local AI startups FaceShift (VR) and Fashwell (image recognition) is believed to have influenced its decision to build a secretive research lab known as “Vision Lab” in the city.

According to the report, employees based in the lab have been involved in Apple’s research into the underlying technology that powers OpenAI’s ChatGPT chatbot and similar products based on large language models (LLMs). The focus has been on designing more advanced AI models that incorporate text and visual inputs to produce responses to queries.

The report suggests that Apple’s recent work on LLMs is a natural outgrowth of the company’s work on Siri over the last decade:

The company has long been aware of the potential of “neural networks” — a form of AI inspired by the way neurons interact in the human brain and a technology that underpins breakthrough products such as ChatGPT.

Chuck Wooters, an expert in conversational AI and LLMs who joined Apple in December 2013 and worked on Siri for almost two years, said: “During the time that I was there, one of the pushes that was happening in the Siri group was to move to a neural architecture for speech recognition. Even back then, before large language models took off, they were huge advocates of neural networks.”

Currently, Apple’s leading AI group includes notable ex-Google personnel such as Giannandrea, former head of Google Brain, which is now part of DeepMind. Samy Bengio, now senior director of AI and ML research at Apple, was also previously a leading AI scientist at Google. The same goes for Ruoming Pang, who directs Apple’s “Foundation Models” team focusing on large language models. Pang previously headed AI speech recognition research at Google.

In 2016, Apple acquired Perceptual Machines, a company that worked on generative AI-powered image, detection, founded by Ruslan Salakhutdinov from Carnegie Mellon University. Salakhutdinov is said to be a key figure in the history of neural networks, and studied at the University of Toronto under the “godfather” of the technology, Geoffrey Hinton, who left Google last year citing concerns about the dangers of generative AI.

Salakhutdinov told FT that one reason for Apple’s slow AI rollout was the tendency of language models to provide incorrect or problematic answers: “I think they are just being a little bit more cautious because they can’t release something they can’t fully control,” he said.

iOS 18 is rumored to include new generative AI features for Siri, Spotlight, Shortcuts, Apple Music, Messages, Health, Keynote, Numbers, Pages, and other apps. These features are expected to be powered by Apple’s on-device LLM, although Apple is also said to have discussed partnerships with Google, OpenAI, and Baidu.

A first look at the AI features that Apple has planned should come in just over a month, with ‌iOS 18‌ set to debut at the Worldwide Developers Conference that kicks off on June 10.

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An incredible $100 billion bet to get rid of Nvidia dependence — tech experts reckon Microsoft will build a million-server strong data center that will primarily use critical inhouse components

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Microsoft and OpenAI are reportedly in the process of planning a groundbreaking data center project which would include an AI supercomputer named “Stargate”.

A report by Anissa Gardizy and Amir Efrati in The Information claims the goal of the project, which would be financed by Microsoft to the tune of over $100 billion, and which reportedly has a launch date set for 2028, is to reduce the two companies’ reliance on Nvidia, something that a lot of the tech giants involved in AI are increasingly looking to try to do. 

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Vodafone wants all IT experts to become their own boss with new franchise plan

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Vodafone Business has launched a new venture for tech-savvy entrepreneurs across the UK.

Vodafone Business IT Hubs are designed to give more than 300 franchise partners an opportunity to establish local IT Hubs that will help SMEs get the most from their IT solutions.

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Startup claims to boost LLM performance using standard memory instead of GPU HBM — but experts remain unconvinced by the numbers despite promising CXL technology

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MemVerge, a provider of software designed to accelerate and optimize data-intensive applications, has partnered with Micron to boost the performance of LLMs using Compute Express Link (CXL) technology. 

The company’s Memory Machine software uses CXL to reduce idle time in GPUs caused by memory loading.

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If you’re going to nap, do it every day, say sleep experts

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Naps often seem like the enemy of a good night’s rest, but when done properly, naps can help you sleep. Excellent news for anyone who likes to spend some quality time with their best mattress. Even better – it might actually be best to take a nap every day.

That’s according to Anush Pervez, sleep expert at SleepSeeker. “Napping often gets a negative reputation, with people believing it prevents you from sleeping well overnight. However, napping can be beneficial to your daily routine when properly moderated.”

I’m never going to complain about being told to nap more, but I was curious about why napping is best when it’s a habit. I asked Anush, and she explained to me that, like your evening sleep routine, it’s best to keep things regular when it comes to naps.

Why nap regularly?

“Consistency is key with napping,” explains Anush. “If you know napping is something you need in your lifestyle, try and add this to your daily routine. Napping at the same time and for a set interval will help regulate your body clock.”

A woman sitting in bed, yawning widely

(Image credit: Getty Images)

It’s no surprise that our body clock prefers rhythmic repetition for good sleep. It’s why we encourage you to develop a bedtime routine. But I hadn’t considered how this might apply to naps. An unexpected nap at 12 noon can confuse our inner timer – why is bedtime suddenly in the middle of the day, and why is it happening again at night? But when a quick nap at 1pm becomes an everyday experience, your body learns to predict it, and can prepare accordingly.

While daily napping might not sound like the most productive choice, Anush doesn’t recommend dozing the day away. “Try to keep your naps short, aiming between 20 to 30 minutes. This will prevent you from feeling overly fatigued when waking up from the slumber and will reduce any interference with your nighttime sleep routine.” 

A man lying in bed in a deep sleep

(Image credit: Getty Images)

Before taking your daily nap, there’s a few things you need to do. First, pick the right time. Early afternoon is a good choice as it’s often when we need a refresh, but for a smart approach, Garmin‘s Forerunner watches can tell you when to nap. Second, set an alarm, to ensure you don’t oversleep (a bad idea in the middle of the day). Finally, remember you’re in good company – even Super Bowl winning athletes swear by a nap.

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Newly discovered Microsoft Z1000 SSD baffles experts — no, world’s most valuable company won’t start selling SSDs anytime soon but it may well be tinkering with data center storage as it did with CPU

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A newly-discovered, Microsoft-branded SSD suggests the tech giant may be – or has been at least – exploring new ways to optimize its data center storage.

The leaked images of a Microsoft Z1000 SSD show a 1TB NVMe M.2 drive, apparently boasting sequential read speeds of up to 2,400MB/s and write speeds of 1,800MB/s.

The Z1000 SSD, originally revealed by @yuuki_ans on X, is made up of a mix of components from various companies, including Toshiba NAND flash chips, Micron’s DDR4 RAM cache, and a controller from CNEX Labs, a company best known for its work with data center hyperscalers.

Microsoft Z1000 SSD

(Image credit: @yuuki_ans on X)

Up to 4TB capacity



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Phixtral 4x2_8B mixture of experts (MoE) AI assistant

Phixtral 4x2_8B mixture of experts AI assistant

In the fast-paced world of artificial intelligence, a new coding model has emerged, capturing the attention of tech enthusiasts and professionals alike. The Phixtral 4x2_8B, crafted by the innovative mind of Maxim Lebon, is a tool that stands out for its ability to enhance the way we approach coding tasks. This model is not just another addition to the AI landscape; it represents a significant step forward, building on the strengths of its predecessors to deliver a more efficient and accurate coding experience.

The Phixtral 4x2_8B is inspired by the phi-2 models from Microsoft, which are celebrated for their precision in handling complex coding tasks. However, the Phixtral goes beyond what these models offer, providing performance that surpasses that of traditional coding tools. It’s a development that has caught the eye of many in the industry, as it promises to streamline coding processes in ways that were previously unattainable.

Phixtral is the first Mixture of Experts made by merging two fine-tuned microsoft/phi-2 models. One of the most compelling aspects of the Phixtral 4x2_8B is its versatility. This small model (4.46B param) is good for various tasks, such as programming, dialogues, story writing, and more.

The model comes in two configurations, giving users the option to choose between two or four expert models depending on their specific needs. This flexibility is a testament to the model’s design, which is centered around the user’s experience and the diverse challenges they may face in their coding endeavors.

Phixtral 4x2_8B mixture of experts

The secret to the Phixtral 4x2_8B’s success lies in its mixture of experts architecture. This innovative approach allows the model to leverage the strengths of various specialized models, each fine-tuned for different coding tasks. The result is a tool that is not only powerful but also highly adaptable, capable of addressing a wide range of coding challenges with remarkable precision.

The integration of these expert models is made possible by the Mergekit, a groundbreaking tool that ensures different language models work together seamlessly. This feature places the Phixtral 4x2_8B at the forefront of compatibility and flexibility, making it an ideal choice for those who require a coding tool that can easily adapt to various scenarios.

Here are some other articles you may find of interest on the subject of mixture of experts AI models :

Mergekit supports Llama, Mistral, GPT-NeoX, StableLM and more

Mergekit is a toolkit for merging pre-trained language models. mergekit uses an out-of-core approach to perform unreasonably elaborate merges in resource-constrained situations. Merges can be run entirely on CPU or accelerated with as little as 8 GB of VRAM. Many merging algorithms are supported, with more coming.  Features of Mergekit include :

  • Supports Llama, Mistral, GPT-NeoX, StableLM, and more
  • Many merge methods
  • GPU or CPU execution
  • Lazy loading of tensors for low memory use
  • Interpolated gradients for parameter values (inspired by Gryphe’s BlockMerge_Gradient script)
  • Piecewise assembly of language models from layers (“Frankenmerging”)

The model’s performance has been put to the test against other competitors, such as Dolphin 2 and the F2 models. In these benchmarks, the Phixtral 4x2_8B has demonstrated superior results, showcasing its ability to handle various tasks more effectively. This isn’t just a claim; the model’s prowess can be observed firsthand on the Hugging Face platform, especially when it’s powered by T4 GPUs that support 4bit precision. This combination of speed and efficiency is what makes the Phixtral 4x2_8B stand out in a crowded field of AI tools.

The Phixtral 4x2_8B’s capabilities have undergone rigorous testing, confirming its effectiveness and solidifying its position as a top contender for those looking to improve their coding processes. It’s a model that not only meets the current demands of the AI industry but also anticipates future needs, ensuring that it remains relevant and valuable as technology continues to evolve.

For anyone involved in the world of AI and coding, the Phixtral 4x2_8B is a noteworthy development. It represents a synthesis of expert knowledge within a flexible framework, delivering a level of performance in coding tasks that is hard to match. With the added benefit of the Mergekit for model interoperability and the choice between two versions, the Phixtral 4x2_8B is both user-friendly and adaptable.

Those interested in experiencing the capabilities of the Phixtral 4x2_8B can do so on the Hugging Face platform, where its optimized performance is on full display. The model’s compatibility with T4 GPUs and 4bit precision further enhances its appeal, offering a balance of speed and efficiency that is crucial for modern coding requirements.

As the AI industry continues to grow and change, tools like the Phixtral 4x2_8B will play an increasingly important role in shaping the future of coding. Its innovative design and proven effectiveness make it a valuable asset for anyone looking to stay ahead in the competitive world of artificial intelligence.

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New Mixtral 8x7B research paper released – Mixtral of Experts (MoE)

New Mixtral 8x7B research paper released Mixtral of experts

Artificial intelligence (AI) has taken a significant leap forward with the development of a new model known as Mixtral 8x7B. This model, which uses a unique approach called a mixture of experts (MoE) architecture, is making waves in the AI research community. The team behind Mixtral 8x7B, Mel AI research group, has created something that not only competes with but in some cases, surpasses existing large language models like ChatGPT and Llama. The research paper detailing Mixtral 8x7B’s capabilities has captured the attention of experts and enthusiasts alike, showcasing its impressive performance in various tasks, especially in the realms of mathematics and code generation.

Mixtral of experts

What sets Mixtral 8x7B apart is its MoE technique, which leverages the strengths of several specialized models to tackle complex problems. This method is particularly efficient, allowing Mixtral 8x7B to deliver top-notch results without needing the extensive resources that bigger models usually depend on. The fact that Mixtral 8x7B is open-source is also a major step forward, offering free access for both academic research and commercial projects.

We introduce Mixtral 8x7B, a Sparse Mixture of Experts (SMoE) language model. Mixtral has the same architecture as Mistral 7B, with the difference that each layer is composed of 8 feedforward blocks (i.e. experts). For every token, at each layer, a router network selects two experts to process the current state and combine their outputs. Even though each token only sees two experts, the selected experts can be different at each timestep.

As a result, each token has access to 47B parameters, but only uses 13B active parameters during inference. Mixtral was trained with a context size of 32k tokens and it outperforms or matches Llama 2 70B and GPT-3.5 across all evaluated benchmarks. In particular, Mixtral vastly outperforms Llama 2 70B on mathematics, code generation, and multilingual benchmarks.

We also provide a model finetuned to follow instructions, Mixtral 8x7B – Instruct, that surpasses GPT-3.5 Turbo, Claude-2.1, Gemini Pro, and Llama 2 70B – chat model on human benchmarks. Both the base and instruct models are released under the Apache 2.0 license.

A closer look at Mixtral 8x7B’s structure shows its sparse MoE design, which makes better use of its network of experts. The gating network, a key component, smartly routes questions to the most appropriate experts. This ensures that the model is highly effective in dealing with scenarios that involve a long context. It’s this focused approach that makes Mixtral 8x7B particularly adept at tasks that require common sense, extensive world knowledge, and advanced reading comprehension skills.

Mixtral 8x7B research paper

Here are some other articles you may find of interest on the subject of Mistral AI and its models

Another aspect of Mixtral 8x7B that deserves attention is its instruction fine-tuning process. By tailoring responses to specific instructions, the Mixtral Instruct variant has scored highly on the Mt bench benchmark, showcasing its leading-edge performance. This fine-tuning process is a testament to the model’s versatility and its ability to understand and carry out complex instructions with precision.

When put side by side with other models, Mixtral 8x7B shines in terms of both efficiency and performance. The research suggests (link to research paper)s that Mixtral 8x7B might even outdo the capabilities of GPT-4, a bold claim that underscores the model’s significant contributions to the field. As the AI community continues to explore what Mixtral 8x7B can do, its remarkable performance and the fact that it’s open-source are poised to make a lasting impact on artificial intelligence research and applications.

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