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Zero frame drops Loads 10x faster than EXR 95% less GPU memory Look at me clicking through 4k environments in Three.js and Needle like it's nothing Stay tuned for more!

herbst

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20,887 Aufrufe • vor 10 Monaten •via X (Twitter)

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$THIS CLUSTER OF 4 MAC STUDIOS USES LESS POWER THAN ONE NVIDIA CHIP - AND COSTS 5X LESS 17:30 the number hits hard - 600 watts for all four Mac Studios - less than one H200 that costs $30,000 on its own instead of one $30,000 GPU you get 4 machines with 1.5TB of memory, 3x more performance and models that simply cannot run on a single chip Apple quietly added RDMA over Thunderbolt in a beta update - latency dropped 99% and the same cluster became 3x faster without buying any new hardware before the update: 5 tokens per second. after: 15.5 - a free upgrade through a software update 8 Nvidia DGX Sparks for the same memory would cost $32,000 - this cluster costs a fraction and gets faster with every update 10x more productive at half the price - and the only thing you need is knowing where to look$

THIS CLUSTER OF 4 MAC STUDIOS USES LESS POWER THAN ONE NVIDIA CHIP - AND COSTS 5X LESS 17:30 the number hits hard - 600 watts for all four Mac Studios - less than one H200 that costs $30,000 on its own instead of one $30,000 GPU you get 4 machines with 1.5TB of memory, 3x more performance and models that simply cannot run on a single chip Apple quietly added RDMA over Thunderbolt in a beta update - latency dropped 99% and the same cluster became 3x faster without buying any new hardware before the update: 5 tokens per second. after: 15.5 - a free upgrade through a software update 8 Nvidia DGX Sparks for the same memory would cost $32,000 - this cluster costs a fraction and gets faster with every update 10x more productive at half the price - and the only thing you need is knowing where to look

Noisy

105,595 Aufrufe • vor 27 Tagen

Groq's LPU is faster than GPUs, handling requests and responding more quickly. Groq's LPUs don't need speedy data delivery like Nvidia GPUs do because they don't have HBM in their system. They use SRAM, which is about 20 times faster than what GPUs use. Since inference runs use way less data than model training, Groq's LPU is more energy-efficient. It reads less from external memory and uses less power than a Nvidia GPU for inference tasks. The LPU works differently from GPUs. It uses a Temporal Instruction Set Computer architecture, so it doesn't have to reload data from memory as often as GPUs do with High Bandwidth Memory (HBM). This helps avoid issues with HBM shortages and keeps costs down. If Groq's LPU is used in places that do AI processing, you might not need special storage for Nvidia GPUs. The LPU doesn't demand super-fast storage like GPUs do. Groq is claiming that its technology could replace GPUs in AI tasks with its powerful chip and software.

Groq's LPU is faster than GPUs, handling requests and responding more quickly. Groq's LPUs don't need speedy data delivery like Nvidia GPUs do because they don't have HBM in their system. They use SRAM, which is about 20 times faster than what GPUs use. Since inference runs use way less data than model training, Groq's LPU is more energy-efficient. It reads less from external memory and uses less power than a Nvidia GPU for inference tasks. The LPU works differently from GPUs. It uses a Temporal Instruction Set Computer architecture, so it doesn't have to reload data from memory as often as GPUs do with High Bandwidth Memory (HBM). This helps avoid issues with HBM shortages and keeps costs down. If Groq's LPU is used in places that do AI processing, you might not need special storage for Nvidia GPUs. The LPU doesn't demand super-fast storage like GPUs do. Groq is claiming that its technology could replace GPUs in AI tasks with its powerful chip and software.

Brian Roemmele

87,151 Aufrufe • vor 2 Jahren

To me this is where John Meadors nailed the closing. Just look at the entire case and what Alex did through this lense: Alex Murdaugh loved nothing more in this world than Alex Murdaugh #MurdaughTrial

To me this is where John Meadors nailed the closing. Just look at the entire case and what Alex did through this lense: Alex Murdaugh loved nothing more in this world than Alex Murdaugh #MurdaughTrial

Jay

495,263 Aufrufe • vor 3 Jahren

Coral reefs cover less than 1% of oceans yet sustain a 1/4 of marine species. In Mauritius, Huawei, IUCN and EcoMode Society are helping to bring new life to degraded reefs with cloud, sensors, and 4G. Stay tuned for more TECH4ALL initiatives at HUAWEI CONNECT 2025 in Shanghai.

Coral reefs cover less than 1% of oceans yet sustain a 1/4 of marine species. In Mauritius, Huawei, IUCN and EcoMode Society are helping to bring new life to degraded reefs with cloud, sensors, and 4G. Stay tuned for more TECH4ALL initiatives at HUAWEI CONNECT 2025 in Shanghai.

TECH4ALL

306,942 Aufrufe • vor 10 Monaten

Breece Hall talks about his ability to run faster than his size: "It's kind of guys like me, like Bijan, bigger backs who are a little elusive and can surprise people with how elusive they are. Even Bijan's more elusive than me. For me, it's just finding ways that I could take advantage of linebackers and safeties in order for me to be effective and forcing missed tackles."

Breece Hall talks about his ability to run faster than his size: "It's kind of guys like me, like Bijan, bigger backs who are a little elusive and can surprise people with how elusive they are. Even Bijan's more elusive than me. For me, it's just finding ways that I could take advantage of linebackers and safeties in order for me to be effective and forcing missed tackles."

SNY Jets

191,104 Aufrufe • vor 7 Monaten

nothing i love more than a "stay with me" scene for a ship. the worry and desperation in phainon's voice here makes me so crazy. and he wasn't like this with any other heir at the ends of the other cycles... mydei is truly the love of his life

nothing i love more than a "stay with me" scene for a ship. the worry and desperation in phainon's voice here makes me so crazy. and he wasn't like this with any other heir at the ends of the other cycles... mydei is truly the love of his life

kath

38,554 Aufrufe • vor 8 Monaten

FF Girl Starving After Gym clip! More challening than I expected! But I like the sweaty look, it's in character, and it makes me hungrier. I'll try more workout scenes the next time with better luck I hope! TYSM once again for the support!

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FF Girl Starving After Gym clip! More challening than I expected! But I like the sweaty look, it's in character, and it makes me hungrier. I'll try more workout scenes the next time with better luck I hope! TYSM once again for the support!

AnyaT

71,985 Aufrufe • vor 2 Jahren

Dylan Patel on the importance of memory and storage Two key quotes: "An $NVDA GPU is faster than an $AMD GPU in most cases, but because AMD GPUs have more memory, they can outperform Nvidia in certain workloads." “It is a difficult, multivariable problem. Generally, you need the best GPU, such as a GB300, but you also need the best storage solutions. I will not spoil who comes out on top, but storage solutions matter a lot, memory solutions matter a lot, and frontend networking also matters significantly" Full Quote: “We have over $80 million of compute: GPUs from $NVDA and $AMD, TPUs from Google, and Trainium from Amazon. We constantly run this benchmark using the newest inference engines, drivers, PyTorch versions, and other software. It runs every day through automated CI across the latest Chinese models from GLM, Zhipu, Moonshot, Kimi, Alibaba, and others. Initially, when we were benchmarking the differences between these chips, inference engines, and parallelism schemes, we used fixed context lengths. But with Agent X, we have now analyzed more than $5 million worth of Claude Code traces. This is real production traffic that users have donated to us, combined with internally generated data, so we now understand what an actual agent workload looks like. When we implement those workloads and run the benchmarks, it turns out that the chip you are using is very important, but how you handle memory offload can be even more important. An Nvidia GPU is faster than an AMD GPU in most cases, but because AMD GPUs have more memory, they can outperform Nvidia in certain workloads. Similarly, you can use a less powerful GPU with a much better storage solution and outperform the best GPU when it lacks those solutions. Simply buying the newest GPU does not necessarily give you the best inference economics. You need to layer in other innovations, including storage and memory.” Interviewer: “Who is the top player on your chart? Can you tell us?” Dylan Patel: “It is a difficult, multivariable problem. Generally, you need the best GPU, such as a GB300, but you also need the best storage solutions. I will not spoil who comes out on top, but storage solutions matter a lot, memory solutions matter a lot, and frontend networking also matters significantly.”

Dylan Patel on the importance of memory and storage Two key quotes: "An $NVDA GPU is faster than an $AMD GPU in most cases, but because AMD GPUs have more memory, they can outperform Nvidia in certain workloads." “It is a difficult, multivariable problem. Generally, you need the best GPU, such as a GB300, but you also need the best storage solutions. I will not spoil who comes out on top, but storage solutions matter a lot, memory solutions matter a lot, and frontend networking also matters significantly" Full Quote: “We have over $80 million of compute: GPUs from $NVDA and $AMD, TPUs from Google, and Trainium from Amazon. We constantly run this benchmark using the newest inference engines, drivers, PyTorch versions, and other software. It runs every day through automated CI across the latest Chinese models from GLM, Zhipu, Moonshot, Kimi, Alibaba, and others. Initially, when we were benchmarking the differences between these chips, inference engines, and parallelism schemes, we used fixed context lengths. But with Agent X, we have now analyzed more than $5 million worth of Claude Code traces. This is real production traffic that users have donated to us, combined with internally generated data, so we now understand what an actual agent workload looks like. When we implement those workloads and run the benchmarks, it turns out that the chip you are using is very important, but how you handle memory offload can be even more important. An Nvidia GPU is faster than an AMD GPU in most cases, but because AMD GPUs have more memory, they can outperform Nvidia in certain workloads. Similarly, you can use a less powerful GPU with a much better storage solution and outperform the best GPU when it lacks those solutions. Simply buying the newest GPU does not necessarily give you the best inference economics. You need to layer in other innovations, including storage and memory.” Interviewer: “Who is the top player on your chart? Can you tell us?” Dylan Patel: “It is a difficult, multivariable problem. Generally, you need the best GPU, such as a GB300, but you also need the best storage solutions. I will not spoil who comes out on top, but storage solutions matter a lot, memory solutions matter a lot, and frontend networking also matters significantly.”

Daniel Romero

38,220 Aufrufe • vor 7 Tagen

Count Shane Lowry among those less than enthused with the course conditions at PGA National in recent years. "I feel like it's going to look great on TV. It's going to be lovely and green. It's going to be amazing. But I probably would like to see a bit more of the old traditional setup. It is what it is this week, and you just have to deal with the cards you're given."

Count Shane Lowry among those less than enthused with the course conditions at PGA National in recent years. "I feel like it's going to look great on TV. It's going to be lovely and green. It's going to be amazing. But I probably would like to see a bit more of the old traditional setup. It is what it is this week, and you just have to deal with the cards you're given."

Cameron Jourdan

369,138 Aufrufe • vor 4 Monaten

If you look across societies, young people in richer countries tend to be less optimistic about their futures. In places like the U.S. or Canada, there’s less optimism, but if you look at places like Brazil or Mexico, young people are more optimistic. For positivity and optimism, it seems that it’s not really about the objective circumstances of your life. It’s more about whether your life feels like it’s going the way you hoped it would—and whether you think you’re going to do as well as, or better than, your parents.

If you look across societies, young people in richer countries tend to be less optimistic about their futures. In places like the U.S. or Canada, there’s less optimism, but if you look at places like Brazil or Mexico, young people are more optimistic. For positivity and optimism, it seems that it’s not really about the objective circumstances of your life. It’s more about whether your life feels like it’s going the way you hoped it would—and whether you think you’re going to do as well as, or better than, your parents.

Rob Henderson

33,123 Aufrufe • vor 10 Monaten

‼️FULL 11-Minute TPUSA People's Convention In Detroit Is Going VIRAL But NOT For Reason You Think—What's At The 7-minute Mark Changes EVERYTHING 👀 Everyone is talking about Nick Fuentes and Jake Shields being removed, but there is so much more happening in this frame than the "mainstream" alt-media is reporting. Watch the full, uncut video here. I’ve been scrubbing this frame-by-frame and what I found in the background changes everything. Full breakdown of the anomalies coming in the next post. STAY TUNED. 👇 FROM: Matthew St Baker FOLLOW HIM!

‼️FULL 11-Minute TPUSA People's Convention In Detroit Is Going VIRAL But NOT For Reason You Think—What's At The 7-minute Mark Changes EVERYTHING 👀 Everyone is talking about Nick Fuentes and Jake Shields being removed, but there is so much more happening in this frame than the "mainstream" alt-media is reporting. Watch the full, uncut video here. I’ve been scrubbing this frame-by-frame and what I found in the background changes everything. Full breakdown of the anomalies coming in the next post. STAY TUNED. 👇 FROM: Matthew St Baker FOLLOW HIM!

Project Constitution

111,017 Aufrufe • vor 2 Monaten

Zero 10, Art Basel's curated space for art of the digital era, debuted in Miami Beach... and is returning to Hong Kong. In this video, we look back at the incredible first edition featuring artists and exhibitors like Ix Shells ( • •), Larva Labs, XCOPY 🏴, beeple, maya man, and many more. This March, join us as Zero 10 makes its Asia debut and discover presentations that bridge physical and digital worlds – from generative systems and algorithmic art to robotics, immersive environments, and AI-driven works.

Zero 10, Art Basel's curated space for art of the digital era, debuted in Miami Beach... and is returning to Hong Kong. In this video, we look back at the incredible first edition featuring artists and exhibitors like Ix Shells ( • •), Larva Labs, XCOPY 🏴, beeple, maya man, and many more. This March, join us as Zero 10 makes its Asia debut and discover presentations that bridge physical and digital worlds – from generative systems and algorithmic art to robotics, immersive environments, and AI-driven works.

Art Basel

11,993 Aufrufe • vor 4 Monaten

Clavicular EXPLAINS why Melanotan II is more efficient than sun tanning and warns about the SIDE EFFECTS of using it 😳👀 "It induces melanogenesis, so you tan at a rate of about 100x what you normally would. And it's also anti-skin cancer, right. Because you're having less UV exposure." "Well, it suppresses your appetite through leptin and the other side effect, it's like slight nausea for about five minutes I'd say. It's not bad."

Clavicular EXPLAINS why Melanotan II is more efficient than sun tanning and warns about the SIDE EFFECTS of using it 😳👀 "It induces melanogenesis, so you tan at a rate of about 100x what you normally would. And it's also anti-skin cancer, right. Because you're having less UV exposure." "Well, it suppresses your appetite through leptin and the other side effect, it's like slight nausea for about five minutes I'd say. It's not bad."

S6BER

233,688 Aufrufe • vor 2 Monaten

I'm mad at me w/ Lil Wayne WEEZY F Wind w/ laroi 1 or 2? Album in less than 24hrs i just wanna thank god for all the blessings and many more to come Amen! I feel like u already know this but comment 555 !!!!

I'm mad at me w/ Lil Wayne WEEZY F Wind w/ laroi 1 or 2? Album in less than 24hrs i just wanna thank god for all the blessings and many more to come Amen! I feel like u already know this but comment 555 !!!!

Trippie Redd

238,881 Aufrufe • vor 2 Jahren

Starting my YouTube page & gonna drop a new series! It’s The “RC NFL season training tour”, but boy am I out of shape. If I’m going to do this I had to start at home with Ian Danney at PEP in Az! Went through the whole assessment… long story short. I’m stiff, weak, fat, & immobile. The workout crushed me. I needed a bucket, but I’m alive! Stay tuned for more. Oh, and I am not James Harrison First YT drops Friday! #RCTrainingTour

Starting my YouTube page & gonna drop a new series! It’s The “RC NFL season training tour”, but boy am I out of shape. If I’m going to do this I had to start at home with Ian Danney at PEP in Az! Went through the whole assessment… long story short. I’m stiff, weak, fat, & immobile. The workout crushed me. I needed a bucket, but I’m alive! Stay tuned for more. Oh, and I am not James Harrison First YT drops Friday! #RCTrainingTour

Ryan Clark

137,005 Aufrufe • vor 10 Monaten

🎉 🚀The AO ecosystem ao has just launched the groundbreaking "AI on AO" initiative! We at Apus Network are honored to be featured in the launch video. 🐘 By leveraging Arweave's permanent on-chain storage, Apus Network is building towards a decentralized, trust-less GPU network dedicated to providing reliable, efficient, and low-cost computational power for AI training and inference. Stay tuned for more updates on our project! PermaDAO中文🐘 Forward Research Arweave Ecosystem 🐘🔗 sam.arweave.dev SevenX Ventures arweave.com

🎉 🚀The AO ecosystem ao has just launched the groundbreaking "AI on AO" initiative! We at Apus Network are honored to be featured in the launch video. 🐘 By leveraging Arweave's permanent on-chain storage, Apus Network is building towards a decentralized, trust-less GPU network dedicated to providing reliable, efficient, and low-cost computational power for AI training and inference. Stay tuned for more updates on our project! PermaDAO中文🐘 Forward Research Arweave Ecosystem 🐘🔗 sam.arweave.dev SevenX Ventures arweave.com

Apus Network

35,050 Aufrufe • vor 2 Jahren

Some millennials have been working for 20 years and are still confused by corporate 😂 For those who are still in the dark let me fill you in. Your performance doesn't matter. Your performance review doesn't matter. Your compensation has been set by a budget committee a year ago. You are not "overachieving" anything. Management has a fixed pool of money to pay the people they manage so they can give them raises less than inflation. If they give you more money, they have to give someone else less money. It's a zero-sum game. Managers actually have a larger pool of money to hire new employees because corporations recognize that new hires need to be incentivized to come over. They won't just leave their company for the same money. If you've been at the same company for 5 years you are underpaid. If you've been at the same company for 10 years you are paid less than a new hire at a competitor. Loyalty doesn't matter because there is no reason for a company to voluntarily pay you more money. Corporations already know that over 95% of employees will not go anywhere and will take whatever they get. Even if that's nothing. There's no reason to pay everybody more money when only a tiny percentage of workers will leave. Even if you leave... (remember over 95% of employees will not) ... the corporation will distribute the work you were doing among all your coworkers. And they will take on the extra work. And they will stay. For nothing. Because in addition to a salary, what an employee wants is to not have to look for a new job. That's all the want. They don't want to move anywhere. And companies know it, and they will take advantage of that. Now you know! You're welcome.

Some millennials have been working for 20 years and are still confused by corporate 😂 For those who are still in the dark let me fill you in. Your performance doesn't matter. Your performance review doesn't matter. Your compensation has been set by a budget committee a year ago. You are not "overachieving" anything. Management has a fixed pool of money to pay the people they manage so they can give them raises less than inflation. If they give you more money, they have to give someone else less money. It's a zero-sum game. Managers actually have a larger pool of money to hire new employees because corporations recognize that new hires need to be incentivized to come over. They won't just leave their company for the same money. If you've been at the same company for 5 years you are underpaid. If you've been at the same company for 10 years you are paid less than a new hire at a competitor. Loyalty doesn't matter because there is no reason for a company to voluntarily pay you more money. Corporations already know that over 95% of employees will not go anywhere and will take whatever they get. Even if that's nothing. There's no reason to pay everybody more money when only a tiny percentage of workers will leave. Even if you leave... (remember over 95% of employees will not) ... the corporation will distribute the work you were doing among all your coworkers. And they will take on the extra work. And they will stay. For nothing. Because in addition to a salary, what an employee wants is to not have to look for a new job. That's all the want. They don't want to move anywhere. And companies know it, and they will take advantage of that. Now you know! You're welcome.

Lazy Canadian Investor

66,816 Aufrufe • vor 2 Jahren

🚨 JD VANCE: "My mamaw and papaw said, 'we're for Democrats because Democrats are for working people.' And I don't think that's true anymore, my friends and it's a heartbreaking thing. "Democrats these days seem to care more about GENDER TRANSITION than they do about you keeping more of your hard earned money." "The Democrats in Washington DC wanna trade stocks—insider trading—or money. Just like Nancy Pelosi!" "The best part of the State of the Union address is when the President of the United States called out Nancy Pelosi for a stock trading, and I look over at her, and she's got the SOUREST look I have ever seen on a human being's face. Turns out Nancy Pelosi likes nothing less than being called out for her insider stock trading!"

🚨 JD VANCE: "My mamaw and papaw said, 'we're for Democrats because Democrats are for working people.' And I don't think that's true anymore, my friends and it's a heartbreaking thing. "Democrats these days seem to care more about GENDER TRANSITION than they do about you keeping more of your hard earned money." "The Democrats in Washington DC wanna trade stocks—insider trading—or money. Just like Nancy Pelosi!" "The best part of the State of the Union address is when the President of the United States called out Nancy Pelosi for a stock trading, and I look over at her, and she's got the SOUREST look I have ever seen on a human being's face. Turns out Nancy Pelosi likes nothing less than being called out for her insider stock trading!"

Nick Sortor

643,513 Aufrufe • vor 2 Monaten