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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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20,908 просмотров • 1 год назад •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

106,054 просмотров • 2 месяцев назад

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

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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

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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.

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The experts said "years away." The skeptics said "decades." We said "watch this!" Autonomous construction isn't on the way. It's already here and it's moving faster than anyone predicted. This is what it looks like when an industry hits its turning point. Stay tuned, we've got a lot in store for 2026... (sound on 🔊)

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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."

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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

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UAE shill Tam Khan SEETHES at Daniel Haqiqatjou for calling him a sellout and criticizing the UAE 😭 "He abuses me, he calls me a sellout. He lives in Texas. Shut up. You people in the West say 'Dubai are sellouts.' It's a Muslim country. Iran attacked UAE 10x more than Israel."

UAE shill Tam Khan SEETHES at Daniel Haqiqatjou for calling him a sellout and criticizing the UAE 😭 "He abuses me, he calls me a sellout. He lives in Texas. Shut up. You people in the West say 'Dubai are sellouts.' It's a Muslim country. Iran attacked UAE 10x more than Israel."

Halal Zoomer

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Trae Young says he's smarter than 95% of the NBA “It's hard work, bro. It's hard work for sure. I know angles. I know how to score from every level. I really feel I'm just smarter than 95% of the league” “If I was blessed enough to be 6'8" the world would look at me even more different. That was God humbling me. He made me 6'2" and I'm still able to do what I do at a high level” “I'm not complaining at all. That's really what it is. I'm just smarter than a lot of the guys I go against”

Trae Young says he's smarter than 95% of the NBA “It's hard work, bro. It's hard work for sure. I know angles. I know how to score from every level. I really feel I'm just smarter than 95% of the league” “If I was blessed enough to be 6'8" the world would look at me even more different. That was God humbling me. He made me 6'2" and I'm still able to do what I do at a high level” “I'm not complaining at all. That's really what it is. I'm just smarter than a lot of the guys I go against”

dank

99,758 просмотров • 1 месяц назад

Fauci's diary says he privately put COVID's fatality rate at 0.2-0.3%. Under oath weeks later, he told Congress it was 10x the flu. The timeline: Feb 8, 2020 (private diary): case fatality rate "more like 0.2-0.3%." March 10 (Hannity): "The mortality for this is about 2-2.5%. It's probably lower than that, closer to 1%. But even if it's 1%, it's 10x more lethal than the seasonal flu." March 11 (Congress, under oath): "The stated fatality rate of this overall... is about 3%. If you count all the cases of asymptomatic infection, that probably brings the mortality down to 1%, which means it's 10x more deadly than the seasonal flu." March 27 (Daily Show): "The mortality of this is about 10x the flu. It's at least 1%." He wrote 0.2-0.3% in his journal — then told the public, over and over, a number 3 to 5 times higher.

Fauci's diary says he privately put COVID's fatality rate at 0.2-0.3%. Under oath weeks later, he told Congress it was 10x the flu. The timeline: Feb 8, 2020 (private diary): case fatality rate "more like 0.2-0.3%." March 10 (Hannity): "The mortality for this is about 2-2.5%. It's probably lower than that, closer to 1%. But even if it's 1%, it's 10x more lethal than the seasonal flu." March 11 (Congress, under oath): "The stated fatality rate of this overall... is about 3%. If you count all the cases of asymptomatic infection, that probably brings the mortality down to 1%, which means it's 10x more deadly than the seasonal flu." March 27 (Daily Show): "The mortality of this is about 10x the flu. It's at least 1%." He wrote 0.2-0.3% in his journal — then told the public, over and over, a number 3 to 5 times higher.

KanekoaTheGreat

81,951 просмотров • 1 месяц назад

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.”

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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."

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Project Constitution

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🚨Fauci's diary says he privately put COVID's fatality rate at 0.2-0.3%. Under oath weeks later, he told Congress it was 10x the flu. The timeline: Feb 8, 2020 (private diary): case fatality rate "more like 0.2-0.3%." March 10 (Hannity): "The mortality for this is about 2-2.5%. It's probably lower than that, closer to 1%. But even if it's 1%, it's 10x more lethal than the seasonal flu." March 11 (Congress, under oath): "The stated fatality rate of this overall... is about 3%. If you count all the cases of asymptomatic infection, that probably brings the mortality down to 1%, which means it's 10x more deadly than the seasonal flu." March 27 (Daily Show): "The mortality of this is about 10x the flu. It's at least 1%." He wrote 0.2-0.3% in his journal — then told the public, over and over, a number 3 to 5 times higher. Rand Paul Jay Bhattacharya Robert F. Kennedy Jr

🚨Fauci's diary says he privately put COVID's fatality rate at 0.2-0.3%. Under oath weeks later, he told Congress it was 10x the flu. The timeline: Feb 8, 2020 (private diary): case fatality rate "more like 0.2-0.3%." March 10 (Hannity): "The mortality for this is about 2-2.5%. It's probably lower than that, closer to 1%. But even if it's 1%, it's 10x more lethal than the seasonal flu." March 11 (Congress, under oath): "The stated fatality rate of this overall... is about 3%. If you count all the cases of asymptomatic infection, that probably brings the mortality down to 1%, which means it's 10x more deadly than the seasonal flu." March 27 (Daily Show): "The mortality of this is about 10x the flu. It's at least 1%." He wrote 0.2-0.3% in his journal — then told the public, over and over, a number 3 to 5 times higher. Rand Paul Jay Bhattacharya Robert F. Kennedy Jr

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🚨 EXPOSED: Democrat socialists are living like royalty while they scream for everyone else to “share the wealth.” Michigan Senate candidate Abdul El-Sayed and his wife just reported $686,069 in total income — nearly 10X the median Michigan household. Meanwhile Ilhan Omar is burning through campaign cash on high-end hotels, luxury transport, and $23K in food alone in a single quarter. This isn’t accidental. This is pure champagne socialism. Preach equality. Live like elites. They are massive hypocrites and the American people are done falling for it. Follow me for more intel drops!

🚨 EXPOSED: Democrat socialists are living like royalty while they scream for everyone else to “share the wealth.” Michigan Senate candidate Abdul El-Sayed and his wife just reported $686,069 in total income — nearly 10X the median Michigan household. Meanwhile Ilhan Omar is burning through campaign cash on high-end hotels, luxury transport, and $23K in food alone in a single quarter. This isn’t accidental. This is pure champagne socialism. Preach equality. Live like elites. They are massive hypocrites and the American people are done falling for it. Follow me for more intel drops!

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