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To run Llama 3.1-8B-instruct model on a local CPU with 4 GB ram without quantization. By Loading and Running a LLaMA Model on CPU with Disk-based Layer Loading.
I am trying to run 3.1 8B llama instruct model https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct on a 4GB ram laptop. The idea I'm using is to load and run one layer at a time. I have a class. It initializes key components of the LLaMA architecture: LlamaTokenEmbed: Handles token embeddings. LlamaLayer: Represents a transformer block. LlamaFinalLayerNorm: Normalizes the output before final predictions....
Published on: March 31, 2025 | Source:
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Apple’s AI Doctor could leave Wear OS in the dust (if it actually works)
We really hope Apple's latest AI venture isn't a major miss like notification summaries.
Published on: March 31, 2025 | Source:Want to Help Myanmar, Thailand's Earthquake Crisis Using Crypto? Here's How
We know things aren't looking good in the crypto market right now, but there's never a wrong time to help out.
Published on: March 31, 2025 | Source:A Google Photos survey may have just leaked its upcoming homepage redesign
The UI update includes a floating bottom bar, a rounded photo grid, and additional enhancements.
Published on: March 31, 2025 | Source:'No DOGE in D.O.G.E.', Says Dogecoin Proponent Elon Musk
The official site even sported a dogecoin logo for a few hours on the day after Trump’s inauguration, giving more credence to rumors of inclusion.
Published on: March 31, 2025 | Source:Indi: A travel-tech platform connecting travellers with locals
Founded in 2022, this Italian start-up wants to be the world’s leading platform for ‘authentic travel experiences’. Read more: Indi: A travel-tech platform connecting travellers with locals
Published on: March 31, 2025 | Source:H&M's digital clone models are already causing controversy
Digital twins could decimate the modelling industry.
Published on: March 31, 2025 | Source:Myanmar earthquake: woman trapped for days pulled alive from the rubble
Brief moment of relief as rescue workers carry a woman from the rubble of a hotel in Mandalay after a five-hour operationMyanmar earthquake: What we know so farA woman trapped beneath the remains of a hotel building for nearly 60 hours after a devastating earthquake struck Myanmar was pulled alive from the rubble on Monday, officials said, in a rare moment of hope for rescue teams scrambling to find survivors.Rescuers,...
Published on: March 31, 2025 | Source:Iran Officials Allegedly Steal $21 Million in Crypto While 'Investigating' Corruption
Cryptoland CEO Sina Estavi was tricked into paying $10,000 to “buy back” stolen tokens from what he believed was a third party.
Published on: March 31, 2025 | Source:World Backup Day: A reminder to protect against data loss
Monday, March 31st, 2025, is World Backup Day, a reminder to think about how your precious data is stored and protected. We also look at some of the biggest storage manufacturers' deals on SSDs and other storage products.
Published on: March 31, 2025 | Source:Elon Musk Says US Government Has No Plans to Use Dogecoin
Despite similar names and past endorsements, Musk says federal agency D.O.G.E. has nothing to do with the meme coin.
Published on: March 31, 2025 | Source:No, you’re not going crazy: One of the best Pixel Weather app features is now missing
The Weather Map is no longer available in the app, leaving users miffed.
Published on: March 31, 2025 | Source:Hurdle hints and answers for March 31, 2025
Hints and answers to today's Hurdle all in one place.
Published on: March 31, 2025 | Source:Bridget Phillipson eyes AI’s potential to free up teachers’ time
Exclusive: education secretary exploring tools to compile student reports and assess writing and vocational skillsAI tools will soon be in use in classrooms across England, but the education secretary, Bridget Phillipson, has one big question she wants answered: will they save time?Attending a Department for Education-sponsored hackathon in central London last week, Phillipson listened as developers explained how their...
Published on: March 31, 2025 | Source:Microsoft Office 2024 is the last productivity suite you’ll ever need — get a lifetime pass for £100
Enjoy Word, Excel, PowerPoint, and OneNote with Microsoft Office 2024, now without any recurring fees. Get a lifetime device license for 100.44.
Published on: March 31, 2025 | Source:Japan Eyes Giving Crypto Assets Legal Status: Report
The country's financial regulator is rethinking how it wants to treat crypto, including provisions to curb insider trading.
Published on: March 31, 2025 | Source:The White Lotus Season 3, episode 7: Did Jim Hollinger really kill Ricks dad?
In "The White Lotus" Season 3, episode 7, Rick finally confronts Jim Hollinger. But did the man really murder his father?
Published on: March 31, 2025 | Source:The White Lotus Season 3, episode 7: Youve heard Sritalas song before
"The White Lotus" features a throwback song of Lek Patravadi's that connects episodes 2 and 7.
Published on: March 31, 2025 | Source:The White Lotus Season 3, episode 7 finally reveals who robbed the hotel
In "The White Lotus" Season 3, episode 7, we finally learn the identity of the hotel robbers from episode 2.
Published on: March 31, 2025 | Source:The White Lotus Season 3: I have a theory about Jim Hollinger
In "The White Lotus" Season 3, episode 7, Rick Hatchett (Walton Goggins) finally comes face to face with the man he believes murdered his father. But who is Jim Hollinger, really?
Published on: March 31, 2025 | Source:How Each Pillar of the 1st Amendment is Under Attack
In an address to Congress this month, President Trump claimed he had "brought free speech back to America." But barely two months into his second term, the president has waged an unprecedented attack on the First Amendment rights of journalists, students, universities, government workers, lawyers and judges. This story explores a slew of recent actions by the Trump administration that threaten to undermine all five...
Published on: March 31, 2025 | Source:Wordle today: Answer, hints for March 31, 2025
Here's the answer for "Wordle" #1381 on March 31, as well as a few hints, tips, and clues to help you solve it yourself.
Published on: March 31, 2025 | Source:NYT Connections hints today: Clues, answers for March 31, 2025
Connections is a New York Times word game that's all about finding the "common threads between words." How to solve the puzzle.
Published on: March 31, 2025 | Source:Redesigned MacBook Pro on track to launch next year with three noteworthy upgrades
Today, MacBook Pro, and we’ll be delving into them here. more…
Published on: March 31, 2025 | Source:Can Earthquake in Myanmar disrupt PC hardware production? Manufacturers are checking out
After Myanmar’s 7.7 quake, Taiwanese tech firms in Thailand checked for damage, found none, and quickly resumed operations.
Published on: March 31, 2025 | Source:Bitcoin falls to $81.5K as US stock futures sell-off in advance of Trump’s ‘Liberation Day’ tariffs
Bitcoin looks set for a bearish open to mark the last trading day of March and possibly the weakest Q1 performance since 2018.Crypto and stock traders’ anxiety over US President Donald Trump’s fresh wave of 25% tariffs on cars imported to the US, the threat of tariffs on the pharmaceutical industry is clearly reflected in BTC’s current downside. Trump’s frequent references to April 2 being “Liberation Day” (the day...
Published on: March 31, 2025 | Source:Japanese cars made in the USA; Meta’s fall; and more
March 30, 2025Continue reading on Medium »
Published on: March 31, 2025 | Source:The 165+ best Amazon Spring Sale tech deals live
Amazon's Big Spring Sale ends tomorrow. Shop my favorite vetted deals on headphones, TVs, laptops, and more before it's too late.
Published on: March 30, 2025 | Source:Baulkham Hills stabbing: woman arrested and three children in hospital after alleged attack in Sydney suburb
Two girls, boy in stable condition and 46-year-old woman under guard in hospital after alleged attack in Baulkham HillsElection 2025 live updates: Australia federal election campaignGet our breaking news email, free app or daily news podcastA mother has been arrested after she allegedly stabbed her three children multiple times in their home in Sydney’s north-west.New South Wales police Det Supt Naomi Moore said on...
Published on: March 30, 2025 | Source:Evaluating Google’s Hold on Our Digital Lives
Should you stay or should you goContinue reading on ILLUMINATION »
Published on: March 30, 2025 | Source:Your First Hands-on Guide To Quantum Programming With Qiskit
From mathematics to code, here’s everything that you need to know to write and run your first Quantum program on an IBM Quantum computer.Continue reading on Level Up Coding »
Published on: March 30, 2025 | Source:From Panic to Patterns: Debugging Go Like a Pro
How to Efficiently Identify and Resolve Panics in Go with Pro-Level Debugging PatternsContinue reading on Level Up Coding »
Published on: March 30, 2025 | Source:Vibe Coding Is The Future
How vibe coding is changing development—and what still needs fixing.Continue reading on Level Up Coding »
Published on: March 30, 2025 | Source:Bridging the Gap: Why the Future Feels Far and How to Bring It Closer
Unlocking Psychological Insights, Embracing Uncertainty, and Taking Action for a Better TomorrowContinue reading on Medium »
Published on: March 30, 2025 | Source:Unlocking the Future of Enterprise Innovation with Azure’s AI and Cloud Powerhouse
The pace of digital transformation is accelerating—and businesses that fail to harness cutting-edge AI and cloud solutions risk falling…Continue reading on Level Up Coding »
Published on: March 30, 2025 | Source: