[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-topaz-labs-and-nvidia-team-up-neurostream-slashes-vram-needs-by-up-to-95-for-local-ai-image-processing":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":95,"popular_news":154,"categories":219},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":42,"links":81,"view_type":84,"video_url":85,"views":86,"likes":87,"lang":88,"comments_count":87,"category":89},"Topaz Labs and NVIDIA Team Up: NeuroStream Slashes VRAM Needs by Up to 95% for Local AI Image Processing","Topaz Labs has just dropped one of the most practical breakthroughs in consumer AI imaging this year. In close collaboration with NVIDIA, the company introduced Topaz NeuroStream — a proprietary inference optimization technology that dramatically reduces VRAM requirements for large AI models, enabling them to run locally on everyday hardware instead of needing massive GPUs or cloud servers.","Topaz Labs has just dropped one of the most practical breakthroughs in consumer AI imaging this year. In close collaboration with NVIDIA, the company introduced Topaz NeuroStream","According to Topaz, NeuroStream can cut VRAM usage by up to 95% with virtually identical output quality and only a minor performance hit","\u003Cp>\u003Ca href=\"https://quasa.io/projects/topaz-labs\">Topaz Labs\u003C/a> has just dropped one of the most practical breakthroughs in consumer AI imaging this year. In close collaboration \u003Ca href=\"https://dallasinnovates.com/north-texas-topaz-labs-teams-with-nvidia-to-cut-the-cloud-out-of-pro-grade-ai-image-and-video-processing\">with NVIDIA\u003C/a>, the company introduced \u003Ca href=\"https://www.topazlabs.com/news/topaz-labs-introduces-topaz-neurostream-breakthrough-tech-for-running-large-ai-models-locally?srsltid=AfmBOoqTiw8mf_O06JuTLSJVVzqLVImL34zh6UkKOtZoLt7i1GbLvtaq\">\u003Cstrong>Topaz NeuroStream\u003C/strong>\u003C/a> — a proprietary inference optimization technology that dramatically reduces VRAM requirements for large AI models, enabling them to run locally on everyday hardware instead of needing massive GPUs or cloud servers.\u003C/p>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"300\" src=\"https://quasa.io/storage/photos/00/photo_2026-03-14_14-46-19.jpg\" width=\"300\" />According to Topaz, \u003Ca href=\"https://aicompetence.org/topaz-labs-introduces-topaz-neurostream-breakthrough-tech-for-running-large-ai-models-locally\">NeuroStream\u003C/a> can cut VRAM usage by up to \u003Ca href=\"https://pixeldojo.ai/industry-news/topaz-labs-and-nvidia-revolutionize-ai-image-and-video-processing-with-neurostream\">\u003Cstrong>95%\u003C/strong>\u003C/a> with virtually identical output quality and only a minor performance hit (typically \u003Ca href=\"https://www.stltoday.com/online_features/press_releases/article_3064e40f-d57c-5a80-a2ca-c592d1e94073.html\">2–8%\u003C/a> slower in internal tests). Models that previously demanded 30–56 GB of VRAM can now operate in the \u003Cstrong>~3 GB\u003C/strong> range — a threshold that fits comfortably on consumer RTX cards, many laptops, and even high-end Apple Silicon Macs (M-series).\u003C/p>\n\n\u003Cp>The first model to ship with full \u003Ca href=\"https://longbridge.com/en/news/277661427\">NeuroStream\u003C/a> support is \u003Cstrong>Wonder 2 (Local)\u003C/strong> — Topaz's latest flagship image enhancement model. Wonder 2 combines denoising, sharpening, and upscaling in a single pass while staying remarkably faithful to the original photo.\u003C/p>\n\n\u003Cp>Unlike some generative tools that tend to "hallucinate" unwanted creative changes, Wonder 2 is tuned to preserve details, textures, and artistic intent — making it especially appealing to photographers who want clean, professional results without heavy post-processing artifacts.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Key Highlights from the Announcement (March 2026)\u003C/strong>\u003C/h4>\n\n\u003Cul>\n\t\u003Cli>\u003Cstrong>VRAM reduction example\u003C/strong>: A large model that once required ~56 GB now runs on ~2.8–3 GB.\u003C/li>\n\t\u003Cli>\u003Cstrong>Hardware compatibility\u003C/strong>: Works on nearly all NVIDIA RTX / RTX PRO GPUs (even mid-range cards with 6–8 GB VRAM). AMD GPUs need at least 8 GB dedicated VRAM for optimal performance; integrated graphics or CPU fallback is possible but slower and requires substantial system RAM (24 GB+ recommended).\u003C/li>\n\t\u003Cli>\u003Cstrong>Apple M-series support\u003C/strong>: Topaz confirms that NeuroStream optimizations extend to Macs with M chips — a big win for creative professionals who live in the macOS \u003Cstrong>ecosystem.\u003C/strong>\u003C/li>\n\t\u003Cli>\u003Cstrong>Subscription gate\u003C/strong>: Full local access to Wonder 2 + NeuroStream requires an active Topaz subscription (no one-time purchase option for the newest local models at launch).\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>How It Compares to ComfyUI and Other Tools\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-right\" height=\"300\" src=\"https://quasa.io/storage/photos/00/photo_2026-03-14_14-46-21.jpg\" width=\"300\" />Dynamic / on-demand VRAM loading isn't entirely new — ComfyUI added similar streaming / paging mechanisms several months ago, which already helped users avoid out-of-memory crashes when running heavy models like LTXV, Flux variants, or large ControlNet stacks. NeuroStream appears to take the concept further by being deeply integrated into Topaz's own inference pipeline and co-optimized with NVIDIA hardware.\u003C/p>\n\n\u003Cp>\u003Cstrong>Early user reports (from forums and social media) suggest the difference is noticeable:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>No more swapping to system RAM mid-process → smoother experience;\u003C/li>\n\t\u003Cli>Significantly lower peak VRAM usage even on 8 GB cards;\u003C/li>\n\t\u003Cli>Minimal quality degradation compared to the full cloud / high-VRAM version.\u003C/li>\n\u003C/ul>\n\n\u003Cp>That said, because Wonder 2 Local is subscription-only, many enthusiasts are still waiting for community benchmarks and side-by-side comparisons before deciding whether to upgrade or renew.\u003C/p>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"180\" src=\"https://quasa.io/storage/photos/00/photo_2026-03-14_14-46-27.jpg\" width=\"300\" />Also read:\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-us-accidentally-invented-the-fastest-way-to-undermine-its-own-ai-monopoly\">The US "Accidentally" Invented the Fastest Way to Undermine Its Own AI Monopoly\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/walmart-joins-the-trillion-dollar-club-the-first-traditional-retailer-to-break-the-barrier\">Walmart Joins the Trillion-Dollar Club: The First Traditional Retailer to Break the Barrier\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/gofish-kazakhstan-startup-lets-you-fish-remotely-from-your-phone\">GoFish: Kazakhstan Startup Lets You Fish Remotely from Your Phone\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/etfs-evolved-from-simple-tools-to-a-complex-market-of-choices\">ETFs Evolved from Simple Tools to a Complex Market of Choices\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Bottom Line\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-right\" height=\"181\" src=\"https://quasa.io/storage/photos/00/photo_2026-03-14_14-46-33.jpg\" width=\"300\" />If you're already in the Topaz ecosystem (or heavily invested in local photo AI enhancement), NeuroStream + Wonder 2 is probably the most meaningful update Topaz has shipped in years. Being able to run near-state-of-the-art denoising/upscaling on mid-range consumer hardware — without cloud dependency — lowers the barrier dramatically.\u003C/p>\n\n\u003Cp>For everyone else: it's another strong signal that 2026 is the year local AI imaging finally becomes practical on hardware most people actually own.\u003C/p>\n\n\u003Cp>Have you tried the new local Wonder 2 model yet? If you're a subscriber, how does the NeuroStream-optimized version feel compared to previous Topaz releases or cloud alternatives? Drop your impressions below. \u003C/p>","topaz-labs-and-nvidia-team-up-neurostream-slashes-vram-needs-by-up-to-95-for-local-ai-image-processing","2026-03-14T13:55:40.000000Z","2026-03-20T11:47:00.000000Z","20.03.2026",{"image":82,"thumb":83},"https://quasa.io/storage/images/news/Qxh0kcPL8xdZocLxefZkbLz3392BOAC0yDYcnQRX.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/Qxh0kcPL8xdZocLxefZkbLz3392BOAC0yDYcnQRX.jpg","small",null,750,0,"en",{"id":42,"title":43,"slug":44,"meta_title":90,"meta_description":91,"meta_keywords":92,"deleted_at":85,"created_at":93,"updated_at":94,"lang":88},"Quasa media blog about growth hacking in Tech","All the most interesting and useful about technologies. Exclusive articles from technologies you won't find anywhere else.","Technology, tech, business, ai, gadget, gadgets, life hacks","2023-03-23T08:15:32.000000Z","2024-08-25T15:37:57.000000Z",[96,109,120,131,143],{"title":97,"description":98,"slug":99,"created_at":100,"publish_at":101,"formatted_created_at":102,"category":103,"links":104,"view_type":84,"video_url":85,"views":107,"likes":87,"lang":88,"comments_count":87,"is_pinned":108},"This AI Will Tell You Exactly How Attractive You Are — And It Only Takes 25 Seconds","There’s a new viral AI tool that does something most of us secretly want to know but are afraid to ask: it looks at your face and gives you a straight-up attractiveness score.","this-ai-will-tell-you-exactly-how-attractive-you-are-and-it-only-takes-25-seconds","2026-03-27T20:13:20.000000Z","2026-04-10T09:34:00.000000Z","10.04.2026",{"title":27,"slug":28},{"image":105,"thumb":106},"https://quasa.io/storage/images/news/eTdAX16TIQnnM1X90hkB2oOPixcWqRw3eZlaGUta.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/eTdAX16TIQnnM1X90hkB2oOPixcWqRw3eZlaGUta.jpg",98,false,{"title":110,"description":111,"slug":112,"created_at":113,"publish_at":114,"formatted_created_at":102,"category":115,"links":116,"view_type":84,"video_url":85,"views":119,"likes":87,"lang":88,"comments_count":87,"is_pinned":108},"Nubia Unveils RedMagic 11 Pro: The World’s First Gaming Smartphone with Liquid Cooling","The new flagship features a ceramic micropump, a massive 8,000mAh battery, and a Snapdragon 8 Elite Gen 5 processor.","nubia-unveils-redmagic-11-pro-the-world-s-first-gaming-smartphone-with-liquid-cooling","2026-03-26T06:45:27.000000Z","2026-04-10T06:40:00.000000Z",{"title":43,"slug":44},{"image":117,"thumb":118},"https://quasa.io/storage/images/news/g3jNseMCCzEO2cZreMfoeEH3R0kh2VsnDf511jwh.png","https://api.quasa.io/thumbs/news-thumb/images/news/g3jNseMCCzEO2cZreMfoeEH3R0kh2VsnDf511jwh.png",149,{"title":121,"description":122,"slug":123,"created_at":124,"publish_at":125,"formatted_created_at":102,"category":126,"links":127,"view_type":84,"video_url":85,"views":130,"likes":87,"lang":88,"comments_count":87,"is_pinned":108},"Chinese Startup Hypershell Unveils X Ultra Exoskeleton — More Powerful Than an E-Bike","Hypershell, a Chinese company specializing in wearable robotics, has just launched one of the most impressive consumer exoskeletons to date: the Hypershell X Ultra.","chinese-startup-hypershell-unveils-x-ultra-exoskeleton-more-powerful-than-an-e-bike","2026-03-25T21:36:46.000000Z","2026-04-10T03:27:00.000000Z",{"title":43,"slug":44},{"image":128,"thumb":129},"https://quasa.io/storage/images/news/xgiykS2Xj3WKWW2BoMKNqCWFJgIrJ1rfykipZMXy.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/xgiykS2Xj3WKWW2BoMKNqCWFJgIrJ1rfykipZMXy.jpg",256,{"title":132,"description":133,"slug":134,"created_at":135,"publish_at":136,"formatted_created_at":137,"category":138,"links":139,"view_type":84,"video_url":85,"views":142,"likes":87,"lang":88,"comments_count":87,"is_pinned":108},"Your Computer Mouse Can Now Eavesdrop on You","Researchers from the University of California, Irvine have demonstrated a surprising new security threat: an ordinary optical computer mouse can be turned into a covert microphone capable of listening to your conversations.","your-computer-mouse-can-now-eavesdrop-on-you","2026-03-25T21:21:22.000000Z","2026-04-09T11:13:00.000000Z","09.04.2026",{"title":43,"slug":44},{"image":140,"thumb":141},"https://quasa.io/storage/images/news/zvGSPNFVpmuJgnlniEHiwPc4aaeGYIVAuwxhouXu.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/zvGSPNFVpmuJgnlniEHiwPc4aaeGYIVAuwxhouXu.jpg",822,{"title":144,"description":145,"slug":146,"created_at":147,"publish_at":148,"formatted_created_at":137,"category":149,"links":150,"view_type":84,"video_url":85,"views":153,"likes":87,"lang":88,"comments_count":87,"is_pinned":108},"Figure AI Founder Brett Adcock Launches Hark: A New Lab Building True Personal AGI","Brett Adcock, the founder of humanoid robotics company Figure AI, has quietly launched his next ambitious venture: Hark, an AI laboratory dedicated to creating the world’s most advanced personal intelligence.","figure-ai-founder-brett-adcock-launches-hark-a-new-lab-building-true-personal-agi","2026-03-25T20:23:25.000000Z","2026-04-09T09:11:00.000000Z",{"title":43,"slug":44},{"image":151,"thumb":152},"https://quasa.io/storage/images/news/C1UuYbaKmb90FPNMq9HupZ84jzRUQmO6HBbSPEPh.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/C1UuYbaKmb90FPNMq9HupZ84jzRUQmO6HBbSPEPh.jpg",942,[155,168,182,194,207],{"title":156,"description":157,"slug":158,"created_at":159,"publish_at":160,"formatted_created_at":161,"category":162,"links":163,"view_type":84,"video_url":85,"views":166,"likes":167,"lang":88,"comments_count":87,"is_pinned":108},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":164,"thumb":165},"https://quasa.io/storage/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://api.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",68738,2,{"title":169,"description":170,"slug":171,"created_at":172,"publish_at":173,"formatted_created_at":174,"category":175,"links":176,"view_type":179,"video_url":85,"views":180,"likes":181,"lang":88,"comments_count":87,"is_pinned":108},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":177,"thumb":178},"https://quasa.io/storage/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","large",68284,4,{"title":183,"description":184,"slug":185,"created_at":186,"publish_at":187,"formatted_created_at":188,"category":189,"links":190,"view_type":84,"video_url":85,"views":193,"likes":181,"lang":88,"comments_count":87,"is_pinned":108},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":191,"thumb":192},"https://quasa.io/storage/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://api.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",66328,{"title":195,"description":196,"slug":197,"created_at":198,"publish_at":199,"formatted_created_at":200,"category":201,"links":202,"view_type":84,"video_url":85,"views":205,"likes":167,"lang":88,"comments_count":206,"is_pinned":108},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":203,"thumb":204},"https://quasa.io/storage/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg",40615,1,{"title":208,"description":209,"slug":210,"created_at":211,"publish_at":212,"formatted_created_at":213,"category":214,"links":215,"view_type":179,"video_url":85,"views":218,"likes":167,"lang":88,"comments_count":87,"is_pinned":108},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":216,"thumb":217},"https://quasa.io/storage/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg",39924,[220,221,222,223,224,225,226,227,228,229,230,231,232],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]