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SANTA CLARA, Calif. , Dec. 19, 2024 /PRNewswire/ -- FuriosaAI , an emerging leader in AI semiconductor solutions, is closing out the year with rapid technical and customer progress with its second-generation chip, RNGD (pronounced 'Renegade'). The recently announced AI solution has achieved compelling performance metrics in real-world enterprise deployments meeting the demand for inference with advanced large language and multimodal models. The new performance benchmarks showcase RNGD's ability to meet industry-leading throughput demands for Llama 3.1 models, including the 8B and 70B variants, with additional optimizations already in progress. The company also announced key software features that bring advanced optimization for customers currently sampling RNGD hardware in their production environments. These achievements represent the first phase of Furiosa's vision for AI infrastructure that overcomes the inherent limitations of GPUs. RNGD delivers winning throughput metrics with Llama 3.1 8B and 70B : Building on the AI-native Tensor Contraction Processor (TCP) architecture of RNGD , Furiosa is redefining real-world AI deployments, delivering unmatched performance, programmability, and power efficiency. Furiosa's RNGD recently achieved a throughput of 3,200–3,300 Tokens per Second (TPS) when running the LLaMA 3.1- 8B model. In single-user scenarios, RNGD consistently delivers 40–60 TPS performance. Additionally, RNGD demonstrates exceptional power efficiency, consuming 181W per card, with further optimization efforts underway. Rather than excessively boosting per-user performance, the company aims to maintain performance levels exceeding typical text-reading speeds (10–20 TPS or higher) while optimizing for multi-user environments and achieving a balanced performance approach. Furiosa is advancing the performance and efficiency of the LLaMA 3.1- 70B model. With just two RNGD cards, LLaMA 3.1- 70B can be executed effectively. Currently, a single server supports up to 100 concurrent user queries, with ongoing optimizations aiming to achieve 8,000 TPS per server when equipped with 8 RNGD cards. With the release of SDK v2024.3.0, Furiosa will expand the range of preloaded models. The SDK will also include support for tensor parallelism, enabling seamless processing across multiple elements without requiring model modifications, and a torch.compile, providing the foundation for executing customized models. Integration with HuggingFace Optimum will further empower customers to leverage a broader variety of models. Advanced optimization tools delivered to early RNGD customers: Building on these milestones, domestic and global enterprise customers are conducting tests with Furiosa to find a more efficient solution for scaling the inference of their self-developed models, compared to their existing setup. Their objective is to manage TCO effectively as they prepare for large-scale AI adoption. Furiosa plans to provide a high-quality AI development environment through a powerful and user-friendly SDK optimized for RNGD. The SDK v2024.1.0, currently available through the Early Access Program (EAP), is designed to handle high-performance processing of multiple LLM serving requests. It incorporates optimization techniques such as PagedAttention, Block KV Cache, and Continuous Batching, while also supporting various token sampling methods, including Greedy, Beam Search, and Top-k/p. These features allow developers to seamlessly create AI services customized to meet a wide range of requirements. The SDK and online sample will be available after the release of v2024.3.0. Furiosa remains committed to delivering the most sustainable AI deployment solutions through rigorous optimization at an unprecedented pace. "With RNGD now in customers' hands, we are accelerating the next generation of frontier LLMs to unlock emerging Agentic AI applications—bringing advanced reasoning capabilities to enterprise verticals, all at dramatically lower costs," said June Paik , Co-Founder and CEO of FuriosaAI. Furiosa Expands Global Footprint with Strategic Leadership Appointment Furiosa is scaling production and expanding its leadership team with the appointment of Alex Liu as Senior Vice President of Product and Business. A Technology Emmy Award winner and co-founder of NETINT Technologies, Alex brings over 20 years of expertise in startup management, technology innovation, and strategic leadership. At NETINT, he spearheaded groundbreaking achievements, including the development of the world's first VPU SoC, setting new industry benchmarks and securing the prestigious 2024 Technology Emmy Award. At Furiosa, Alex will lead global product management, go-to-market strategies, and partnerships to drive innovation and align the company's AI-native technologies with a vision to empower the development of planet-scale AI infrastructure. RNGD is currently sampling with customers, and mass production will ramp up in partnership with TSMC for 2025 availability. To learn more about Furiosa, please visit https://furiosa.ai/ . About FuriosaAI FuriosaAI is a semiconductor company dedicated to creating sustainable AI computing solutions that make powerful AI accessible to all. With its innovative Tensor Contraction Processor architecture, FuriosaAI is revolutionizing the AI hardware landscape, offering unparalleled efficiency and programmability for the most demanding AI workloads. For more information, please visit https://furiosa.ai/ . View original content to download multimedia: https://www.prnewswire.com/news-releases/furiosaai-ends-2024-on-a-high-note-llama-3-1-performance-sdk-release-leadership-expansion-302336756.html SOURCE FuriosaAIPolice arrested a “strong person of interest” Monday in the brazen Manhattan killing of UnitedHealthcare’s CEO after a quick-thinking McDonald’s employee in Pennsylvania alerted authorities to a customer who was found with a weapon and writings linking him to the ambush. The 26-year-old man had a gun believed to be the one used in the killing and writings suggesting his anger with corporate America, police officials said. He was taken into custody after police got a tip that he was eating at a McDonald’s in Altoona, Pennsylvania, NYPD Commissioner Jessica Tisch said at a news conference. Police identified the suspect as Luigi Mangione. Mangione was born and raised in Maryland, has ties to San Francisco, and his last known address is in Honolulu, Chief of Detectives Joseph Kenny said at a news briefing. Here's the latest: When an officer asked Mangione if he’d been to New York recently, he “became quiet and started to shake,” the court documents say. A police criminal complaint charged him with forgery, carrying firearms without a license, tampering with records or identification, possessing an instrument of crime and providing false identification to law enforcement. Video posted on the social platform X shows a handcuffed Mangione arriving at the Blair County Courthouse in Hollidaysburg, Pennsylvania. For example, it took about 10 months to extradite a man charged with stabbing two workers at the Museum of Modern Art in 2022. The suspect, Gary Cabana, was also arrested in Pennsylvania, where he was charged with setting his Philadelphia hotel room on fire. Cabana was sent back to New York after he pleaded guilty to an arson charge in Pennsylvania. Manhattan prosecutors could seek to expedite the process by indicting Mangione for Thompson’s killing while he’s still in custody of Pennsylvania authorities. They could then obtain what’s known as a supreme court warrant or fugitive warrant to get him back to New York. Freddie Leatherbury hasn’t spoken to Mangione since they graduated in 2016 from Gilman School in Maryland. He said Mangione was a smart, friendly and athletic student who came from a wealthy family, even by the private school’s standards. “Quite honestly, he had everything going for him,” Leatherbury said. Leatherbury said he was stunned when a friend shared the news of their former classmate’s arrest. “He does not seem like the kind of guy to do this based on everything I’d known about him in high school,” Leatherbury said. One of his cousins is Republican Maryland state legislator Nino Mangione, a spokesperson for the delegate’s office confirmed Monday. Luigi Mangione is one of 37 grandchildren of Nick Mangione Sr., according to a 2008 obituary. Mangione Sr. grew up poor in Baltimore’s Little Italy and rose after his World War II naval service to become a millionaire real estate developer and philanthropist, according to a 1995 profile by the Baltimore Sun. He and his wife Mary Cuba Mangione, who died in 2023, directed their philanthropy through the Mangione Family Foundation, according to a statement from Loyola University commemorating her death. They donated to a variety of causes, ranging from Catholic organizations to higher education to the arts. A man who answered the door to the office of the Mangione Family Foundation declined to comment Monday evening. Mangione Sr. was known for Turf Valley Resort, a sprawling luxury retreat and conference center outside Baltimore that he purchased in 1978. The father of 10 children, Nick Mangione Sr. prepared his five sons — including Luigi Mangione’s father, Louis Mangione — to help manage the family business, according to a 2003 Washington Post report. The Mangione family also purchased Hayfields Country Club north of Baltimore in 1986. On Monday afternoon, Baltimore County police officers had blocked off an entrance to the property, which public records link to Luigi Mangione’s parents. A swarm of reporters and photographers gathered outside the entrance. “Our hope is that today’s apprehension brings some relief to Brian’s family, friends, colleagues and the many others affected by this unspeakable tragedy,” a spokesperson for UnitedHealth Group said Monday. “We thank law enforcement and will continue to work with them on this investigation. We ask that everyone respect the family’s privacy as they mourn.” In an email to parents and alumni, Gilman headmaster Henry P.A. Smyth said it “recently” learned that Mangione, a 2016 graduate, was arrested in the CEO’s killing. “We do not have any information other than what is being reported in the news,” Smyth wrote. “This is deeply distressing news on top of an already awful situation. Our hearts go out to everyone affected.” Mangione, a high school valedictorian from a Maryland prep school, earned undergraduate and graduate degrees in computer science in 2020 from the University of Pennsylvania, a spokesman told The Associated Press on Monday. He had learned to code in high school and helped start a club at Penn for people interested in gaming and game design, according to a 2018 story in Penn Today, a campus publication. His posts also suggest that he belonged to the fraternity Phi Kappa Psi. They also show him taking part in a 2019 program at Stanford University, and in photos with family and friends in Hawaii, San Diego, Puerto Rico, the New Jersey shore and other destinations. Police said the suspect arrested Monday had a ghost gun , a type of weapon that can be assembled at home from parts without a serial number, making them difficult to trace. The critical component in building an untraceable gun is what’s known as the lower receiver. Some are sold in do-it-yourself kits and the receivers are typically made from metal or polymer. Altoona police say officers were dispatched to a McDonald’s on Monday morning in response to reports of a male matching the description of the man wanted in connection with the United Healthcare CEO’s killing in New York City. In a news release, police say officers made contact with the man, who was then arrested on unrelated charges. The Altoona Police Department says it’s cooperating with local, state, and federal agencies. “This just happened this morning. We’ll be working, backtracking his steps from New York to Altoona, Pennsylvania,” Kenny said. “And at some point we’ll work out through extradition to bring him back to New York to face charges here, working with the Manhattan district attorney’s office,” NYPD Chief of Detectives Joseph Kenny said. “As of right now, the information we’re getting from Altoona is that the gun appears to be a ghost gun that may have been made on a 3D printer, capable of firing a 9 mm round,” NYPD Chief of Detectives Joseph Kenny said at a news briefing. The document suggested the suspect had “ill will toward corporate America,” police added. Mangione, 26, was born and raised in Maryland, has ties to San Francisco, and his last known address in Honolulu, Chief of Detectives Joseph Kenny said at a news briefing. Police have arrested a 26-year-old with a weapon “consistent with” the gun used in the killing of UnitedHealthcare CEO Brian Thompson , New York City’s police commissioner says. Thompson , 50, died in a dawn ambush Wednesday as he walked to the company’s annual investor conference at Manhattan hotel. Thompson had traveled from Minnesota for the event. A man being questioned Monday in the killing of UnitedHealthcare CEO Brian Thompson had writings that appeared to be critical of the health insurance industry, a law enforcement official told The Associated Press. The man also had a gun thought to be similar to the one used in the killing, the official said. Police apprehended the man after receiving a tip that he had been spotted at a McDonald’s near Altoona, Pennsylvania, about 233 miles (375 kilometers) west of New York City, said the official, who wasn’t authorized to discuss details of the investigation and spoke to the AP on condition of anonymity. Along with the gun, police found a silencer and fake IDs, according to the official. — Michael R. Sisak That’s also according to the law enforcement official. — Michael R. Sisak That’s according to a law enforcement official. — Michael R. Sisak New York City Mayor Eric Adams is expected to address this development at a previously scheduled afternoon news briefing in Manhattan. While still looking to identify the suspect, the FBI has offered a $50,000 reward for information leading to his arrest and conviction. That’s on top of a $10,000 reward offered by the NYPD. That included footage of the attack, as well as images of someone at a Starbucks beforehand. Photos taken in the lobby of a hostel on Manhattan’s Upper West Side showed the person grinning after removing his mask, police said. NYPD dogs and divers returned to New York’s Central Park today while the dragnet for Thompson’s killer stretched into a sixth day. Investigators have been combing the park since the Wednesday shooting and searching at least one of its ponds for three days, looking for evidence that may have been thrown into it. Police say the shooter used a 9 mm pistol that resembled the guns farmers use to put down animals without causing a loud noise. Police said they had not yet found the gun itself. Ammunition found near Thompson’s body bore the words “delay,” “deny” and “depose,” mimicking a phrase used by insurance industry critics . A man with a gun thought to be similar to the one used in the killing of UnitedHealthcare CEO Brian Thompson was taken into police custody Monday for questioning in Pennsylvania, a law enforcement official told The Associated Press. The man is being held in the area of Altoona, Pennsylvania, about 233 miles (375 kilometers) west of New York City, the official said. The official was not authorized to discuss details of the ongoing investigation and spoke to the AP on condition of anonymity. The development came as dogs and divers returned Monday to New York’s Central Park while the dragnet for Thompson’s killer stretched into a sixth day. — Michael R. Sisak
NEW ORLEANS (AP) — A scruffy little fugitive is on the lam again in New Orleans, gaining fame as he outwits a tenacious band of citizens armed with night-vision binoculars, nets and a tranquilizer rifle. Scrim, a 17-pound mutt that's mostly terrier, has become a folk hero, inspiring tattoos, t-shirts and even a ballad as he eludes capture from the posse of volunteers. And like any antihero, Scrim has a backstory: Rescued from semi-feral life at a trailer park and adopted from a shelter, the dog broke loose in April and scurried around the city until he was cornered in October and brought to a new home. Weeks later, he'd had enough. Scrim leaped out of a second-story window, a desperate act recorded in a now-viral video. Since then, despite a stream of daily sightings, he's roamed free. The dog’s fans include Myra and Steve Foster, who wrote “Ode to Scrim” to the tune of Ricky Nelson’s 1961 hit, “I’m a Travelin’ Man.” Leading the recapture effort is Michelle Cheramie, a 55-year-old former information technology professional. She lost everything — home, car, possessions — in Hurricane Katrina in 2005, and in the aftermath, found her calling rescuing pets. “I was like, ‘This is what I should be doing,’” Cheramie said. “I was born to rescue.” She launched Zeus’ Rescues, a nonprofit shelter that now averages 600 cat and dog adoptions a year and offers free pet food to anyone who needs it. She helped Scrim find the home he first escaped from. It was Cheramie's window Scrim leaped from in November. She's resumed her relentless mission since then, posting flyers on telephone poles and logging social media updates on his reported whereabouts. She's invested thousands of dollars on wildlife cameras, thermal sensors and other gear. She took a course offered by the San Diego Zoo on the finer points of tranquilizing animals. And she's developed a network of volunteers — the kind of neighbors who are willing to grid-search a city at 3 a.m. People like writer David W. Brown, who manages a crowd-sourced Google Map of all known Scrim sightings. He says the search has galvanized residents from all walks of life to come together. As they search for Scrim, they hand out supplies to people in need. "Being a member of the community is seeing problems and doing what you can to make life a little better for the people around here and the animals around you," Brown said. And neighbors like Tammy Murray, who had to close her furniture store and lost her father to Parkinson's Disease. This search, she says, got her mojo back. “Literally, for months, I’ve done nothing but hunt this dog,” said Murray, 53. “I feel like Wile E. Coyote on a daily basis with him.” Murray drives the Zeus' Rescues' van towards reported Scrim sightings. She also handles a tactical net launcher, which looks like an oversized flashlight and once misfired, shattering the van's window as Scrim sped away. After realizing Scrim had come to recognize the sound of the van's diesel engine, Murray switched to a Vespa scooter, for stealth. Near-misses have been tantalizing. The search party spotted Scrim napping beneath an elevated house, and wrapped construction netting around the perimeter, but an over-eager volunteer broke ranks and dashed forward, leaving an opening Scrim slipped through. Scrim's repeated escapades have prompted near-daily local media coverage and a devoted online following. Cheramie can relate. “We’re all running from something or to something. He's doing that too,” she said. Cheramie's team dreams of placing the pooch in a safe and loving environment. But a social media chorus growing under the hashtag #FreeScrim has other ideas — they say the runaway should be allowed a life of self-determination. The animal rescue volunteers consider that misguided. “The streets of New Orleans are not the place for a dog to be free,” Cheramie said. “It’s too dangerous.” Scrim was a mess when Cheramie briefly recaptured him in October, with matted fur, missing teeth and a tattered ear. His trembling body was scraped and bruised, and punctured by multiple projectiles. A vet removed one, but decided against operating to take out a possible bullet. The dog initially appeared content indoors, sitting in Cheramie's lap or napping beside her bed. Then while she was out one day, Scrim chewed through a mesh screen, dropped 13 feet to the ground and squeezed through a gap in the fence, trotting away. Murray said Cheramie's four cats probably spooked him. “I wholeheartedly believe the gangster-ass cats were messing with him,” Murray said. Cheramie thinks they may have gotten territorial. Devastated but undeterred, the pair is reassessing where Scrim might fit best — maybe a secure animal sanctuary with big outdoor spaces where other dogs can keep him company. Somewhere, Murray says, “where he can just breathe and be." Brook is a corps member for The Associated Press/Report for America Statehouse News Initiative. Report for America is a nonprofit national service program that places journalists in local newsrooms to report on undercovered issues. Follow Brook on the social platform X: @jack_brook96
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