Squeezing More From Attention: A Smarter Way to Manage Model Memory
![Attention mechanisms are being refined to address the escalating costs of key-value (KV) caching-Multi-Head Attention’s independent projections ([latex]2LHd_h[/latex]) give way to compression in Multi-Latent Attention ([latex]Ld_c[/latex], where [latex]d_c \ll d[/latex]), then to shared projections in Multi-Query and Grouped-Query Attention, culminating in a novel Low-Rank KV approach that-by maintaining full-rank projections alongside low-rank residual updates ([latex]2L(d_h + Hr)[/latex])-achieves a balance between head diversity and caching efficiency comparable to Multi-Latent Attention.](https://arxiv.org/html/2601.11471v1/figures/LowRankKVCache.png)
A new attention mechanism dramatically reduces the memory footprint of large language models without sacrificing performance.
World of Warcraft: Midnight – Official Pre-Expansion Update Trailer
Before the release of the highly anticipated Midnight expansion, World of Warcraft is offering players a new questline with a pre-expansion update. The Midnight expansion is scheduled to launch on January 27, 2026. Read More 2026-01-20 22:37
One Piece: The Strongest Character In Every Arc, Ranked
Over time, as the story of One Piece developed and stronger characters appeared, discussions about relative power levels became increasingly important. This article will break down who the strongest character is in each of the series’ major story arcs.
Some Xbox Gamers Were Just Treated to Free Gift Cards
Throughout 2024 and 2025, Xbox surprised many of its users with free digital gift cards. In December 2024, some Xbox users received a message offering a $5 gift card during a sale. They repeated this in April 2025, again giving out $5 gift cards to random users during the Spring Sale. The amount increased to $10 during a similar December 2025 promotion tied to the holiday shopping season. These gifts weren’t just for console players; people who use the Xbox app on their computers also reported receiving the digital gift cards.
Weapons on a Rampage FF7 Remake Guide: Mark II Monodrive Locations & Rewards
The side quest “Weapons on a Rampage” sends Cloud out to defeat five Mark II Monodrive enemies. This guide will walk you through how to start and finish this Final Fantasy 7 Remake Intergrade side quest as efficiently as possible. Let’s begin!
Why Ethereum’s Price Stays Stuck Like a Cat in a Tree: The $3,390 Mystery
Take Bitmine, for example. They’ve recently staked a staggering 86,848 ETH, valued at approximately $277.5 million-because who doesn’t want to turn their cryptocurrency into a cozy nest worth 1.77 million ETH or around $5.66 billion? Quite the fortune for a digital garden!
The Best Characters to Start With in 2XKO
2XKO is now available on PC, Xbox, and PlayStation 5. The game features 12 different characters, each with unique abilities and drawbacks. If you’re new to the game, here are some of the best characters to begin with. Read More 2026-01-20 22:06
5 RPGs With Better Alignment Roleplay Than D&D
Okay, so I’ve been thinking about games where you really feel like your choices matter, and I’ve found five that let you role-play your character’s personality way better than even Dungeons & Dragons, honestly. It’s not clunky or forced – it just feels natural and keeps you totally immersed. We’re talking everything from a classic RPG that’s become a cult favorite to a timeless gem that still holds up over a decade later.
Borderlands 4 Nintendo Switch 2 Release Date Leaks
The launch of Borderlands 4 wasn’t without its problems. It faced criticism before release and struggled with performance issues afterward. However, Gearbox has been consistently releasing updates and fixes. Their plans for 2026 look encouraging, suggesting a positive future for the game, especially with the upcoming Switch 2 version, which might be available earlier than anticipated.
Why XRP is like that friend who won’t stop trying to convince you they’re going to be rich
According to technical analyst Ali Martinez (yes, that’s his real name), XRP’s 4-hour chart is forming a falling wedge. Now, before you get too excited, remember that falling wedges are typically viewed as bullish reversal structures, which means they like to turn around and surprise everyone-much like that uncle who shows up at Thanksgiving after ten years but suddenly claims he’s a “life coach.”