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Understanding the Sparse Mixture of Experts (SMoE) Layer in Mixtral

This blog post will explore the findings of the “Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer” paper and its implementation in MixtralImage from Author generated by DALL-EThe Quest for SpecializationWhen challenging a difficult problem, divide and conquer is often a valuable solution. Whether it be Henry Ford’s assembly lines, the way merge sort partitions arrays, or how society at large tends to have people who specialize in specific jobs, the list goes on and on!Naturally, when people…

Scratches be gone — your iPhone 17 might stay looking new for longer thanks to a scratch-resistant layer

Getting a new iPhone is always an exciting time but the problem is that you can only keep it looking pristine for so long, especially if you don't like using a case and a screen protector. Keeping that display scratch-free is a full-time job in itself, and it's always going to get a scratch eventually. Screen protectors are one possible answer, but they do ruin the look somewhat. Thankfully, a new report suggests that Apple is on the case and a potential screen upgrade could make a big difference when the iPhone 17 rolls…

Scientists Suggest Dehydrating a Layer of Earth’s Atmosphere to Fight Global Warming

A new climate intervention strategy aims to decrease the amount of water vapor in the stratosphere by injecting it with ice-forming nuclei. The idea is that, by reducing the water content, more heat in the form of infrared radiation would leak out into space.Prepping the Sandworm Scenes in Dune: Part TwoScientists described the strategy a study published Wednesday in Science Advances. “It’s not a very complicated idea,” Joshua Schwarz, a researcher at National Oceanic and Atmospheric Administration’s Earth System Research…

‘There’s a double layer of nostalgia’: David Nicholls on One Day returning to the book charts | Books

The TV adaptation of One Day, starring Leo Woodall and Ambika Mod, shot straight to No 1 in the UK Netflix chart when it premiered earlier this month. Now, the book it was based on is back in the bestsellers chart, too – 15 years after it was first published.Author David Nicholls says he was influenced by romcoms including When Harry Met Sally when he wrote the story of Dexter and Emma, who meet every year on St Swithin’s Day over the course of 20 years. “I had a desire to write something full of emotion and affection,…

Metaverse App & Layer 1 Blockchain Battle: Victoria VR’s Token Soars 300% vs. BlockDAG’s 5000x ROI

Victoria VR’s token, compatible with Apple Vision Pro, aspires to revolutionise the meta world. Meanwhile, with its unique Proof of Work consensus and DAG structure, BlockDAG Network (BDAG) aims to become the top Layer 1 blockchain. In its batch 1 presale, BlockDAG raised over $1 million and swiftly moved to batch 2. Could a $2 million giveaway and the availability of affordable BDAG tokens effectively attract investors? Additionally, what cryptocurrency is shaping up as the top crypto in 2024? Boom or Bust…

When floodwater reaches the sea, it can leave a 50-meter-thick layer of brown water, and cause real problems

Plumes of floodwater pushed far out to sea during the 2022 floods. This image shows the Hunter River on April 11 2022. Credit: NASA Earth Observatory, CC BY-ND Over this wet summer, Melburnians and Sydneysiders have had to think twice about cooling off at their local beach. Heavy rainfall has swollen rivers and pumped pollutants, nutrients and murky fresh water far out to sea. Swimmers at Port Phillip Bay beaches are emerging…

Enhancing Interaction between Language Models and Graph Databases via a Semantic Layer

Provide an LLM agent with a suite of robust tools it can use to interact with a graph databaseKnowledge graphs provide a great representation of data with flexible data schema that can store structured and unstructured information. You can use Cypher statements to retrieve information from a graph database like Neo4j. One option is to use LLMs to generate Cypher statements. While that option provides excellent flexibility, the truth is that base LLMs are still brittle at consistently generating precise Cypher statements.…

Volcano That Blasted Seawater into the Stratosphere May Have Damaged Ozone Layer

January 17, 20243 min readThe Hunga Tonga–Hunga Ha‘apai volcano erupted in January 2022 with the force of an atomic weapon. The disaster has launched dozens of new studies about global warmingBy John Fialka & E&E NewsTonga. 15th Jan, 2022. Still capture of a video released to the media by NASA on Jan. 15, 2022 of one of the most potent volcanic eruptions in decades has obliterated a small, uninhabited South Pacific island known as Hunga Tonga-Hunga Ha‘apai. CLIMATEWIRE | Scientists around the world are exploring

Convolutional Layer— Building Block of CNNs

What convolutional layers are and how they enable deep learning for computer visionContinue reading on Towards Data Science » What convolutional layers are and how they enable deep learning for computer visionContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners,…

Spectacular boomer shooter Ultrakill adds Layer 7 of Hell itself

While there’s a wealth of boomer shooters on Steam at this time—Cultic to Boltgun, just to mention a few—Ultrakill is still in a category all of its own. This infamy has been underlined further still with Patch 14, which features Layer 7 of Hell itself. Ultrakill is set in a post-apocalypse where human blood is the only currency that matters anymore, as it fuels the few robots that remain. Given this premise, it’s to be expected that the game’s narrative and level design would take some weird turns, but the seventh…