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✨OPEN✨YCH Paper Chibi Skeb Summer Batch! TYSM for the previous 150+ models! 🫵Become a part of our family now for 40$!! Monster/Animal designs are totally welcomed! 💚If you're interested pls dm me anytime! Spot your Oshis btw? #Live2d

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this is the worst local ai will ever be. it only gets better from here. if you are not expanding your mind with these small models you are missing what's happening right now 99 percent tool call success rate. when steered well with the right skills and a framework like hermes agent the node becomes a cognition layer. not a chatbot. not a toy. an extension of how you think. i was cranking this node at 35 to 50 tok/s all day on personal experiments and now after all the work is done qwen 3.5 9B is iterating on its own code. the game it created. fixing its own bugs autonomously. and the part you should probably not miss is that all of this is happening on a RTX 3060. not an H100. not an A100. the card most of you have sitting in a drawer right now. if you just open that drawer and put that intelligence to work every tensor core on that card should be running for you. your work. your experiments. your thinking. you all have it but because nobody told you what this hardware can actually do in 2026 you never tried. the day it unlocks is the day you test your workload, understand the tradeoffs, debug the loops, and then decide if you need to scale the hardware. there is no point buying 3 mac studios when things done well you can squeeze a similar level of intelligence from 9B compared to 70B. but only when you create the right environment for your model through the right harness. and let me tell you i have tried claude code as a local harness. i have tried opencode. i have tried various others. somehow i landed on hermes agent and never left. there is something magical going on at Nous Research. the tool call parsers, the skills system, the way it handles small models natively. nothing else comes close for local inference. own your cognition. your AI. your agent. your prompts. your experiments. why give them away for free. those are who you are and they don't belong on someone else's servers being monitored. just give it a shot with your existing hardware. you run into a problem the community will help you. and if you are migrating from openclaw to hermes i will personally help you make the switch.

Sudo su

58,717 Aufrufe • vor 5 Monaten

The final mint for ARC Stellars. ⏳ We've always looked at building ARC from a community-first approach. Today, as part of those efforts, we are announcing our final batch of minting for ARC Stellars as we look to close the mint at 888. ➡️ Why 888? In the last 2 years, we have learnt a lot about what is needed for a community to grow and thrive. Building a community involves constantly optimising for connections, relationships and emotional bonding. In addition, ensuring that it thrives requires a huge amount of work to constantly deliver value to each and every member. Keeping our community small, close-knit and maintaining our curation principles will put us in a better place to achieve the above. ➡️ Who are we looking for? We are on the lookout for builders and investors in Web3 and Web2, based in growing and developed crypto/tech hubs all across the world, including Hong Kong, Thailand, Vietnam, Dubai, US and beyond. Our priority is to ensure that every new member is able to bring fresh, added value to our community. Therefore, please spend time on your application and help us understand more about you and what you could bring to the collective as a member and contributor. Please share any relevant information that could be helpful in verifying your profile, such as links to your company website, resume, portfolio, etc. Also, link your strongest social media profile and ensure it's public. ➡️ What are the dates that I should look out for? Applications will start on 15 Aug, 2PM (UTC+8) here: To apply, you will need a referral link from an existing Stellar. Successful applicants will be informed via email, starting from 2 Sep, 2PM (UTC+8). You will then be provided with information on how to mint your ARC Stellars NFT and Fyrian, our curation token. If you do not hear from us, it is likely that your application lacked the necessary information to proceed to the next stage. ➡️ Things to note: ✨ The mint will be on a FCFS basis. Once we hit 888, we will close the mint ✨ Ensure that there is at least 3ETH + gas fees in your allowlisted wallet ✨ Add [email protected] to your email provider's 'Safe Senders' list ➡️ What happens after 888? There will be no more direct mint at 3ETH. You can choose to purchase any listed Stellars on the secondary market, but you'll still need to apply and be reviewed to mint Fyrian and join our community. If you have any other questions, reach out to our ARC Helpdesk volunteers like NFT_Unker 🇸🇬, 0xSteamboat, LegallyBullnde, 852luk.moca 🇭🇰, etc. 😊

ARC

40,901 Aufrufe • vor 2 Jahren

The term "continual learning" has become overloaded if you see it as an ML problem. One classic thread is about memorization: regularization-based continual learning methods, such as EWC, MAS, and SI, estimate which parameters mattered for previous tasks and resist changing them too much. One modern thread is about adaptation: test-time training and inference-time learning methods, such as TTT, adapt part of the model on the incoming test stream before making predictions. These are sometimes discussed as separate threads. But in modern scalable architectures, I think they are better seen as complementary constraints: a model that learns quickly at test time also benefits from a mechanism for deciding what not to forget. In our #ECCV2026 paper, we study this in large-scale 4D reconstruction: how to build fast spatial memory that can adapt over long observation streams while reducing collapse and forgetting. Instead of using fully plastic test-time updates, we stabilize fast-weight adaptation with an elastic prior that balances adaptation and memory. Key ideas: - Elastic Test-Time Training: Fisher-weighted consolidation for fast-weight updates - EMA anchor weights that provide a moving reference for stability - Chunk-by-chunk inference for long 3D/4D observation streams We show that this scales across large 3D/4D pretraining settings, including both LRM-style and LVSM-style models, and improves reconstruction across benchmarks including Stereo4D, NVIDIA, and DL3DV-140. We release model checkpoints across different design choices: resolution, post-training curriculum, and whether the model uses an explicit 4DGS intermediate representation. - Homepage: - Paper: - Code: - Models: This work is co-led with Xueyang Yu, contributed by Haoyu Zhen Yuncong Yang, and advised by Michigan SLED Lab Chuang Gan.

Martin Ziqiao Ma

33,767 Aufrufe • vor 2 Monaten

There’s been some confusion/comments about my use of the phrase “pull the goalie” … so I’ll explain what it means, why I use it and why I think it’s the right starting point to use for defining urban Family Friendly housing Like from this clip from Marley and Me, it has simply meant a couple having sex, while being open to having kids. The word " trying" can feel really strange at first ... so it's just the shift from preventing a pregnancy to being willing for one to happen. And there’s a very big difference between getting pregnant and deciding to be willing to get pregnant. That difference is *key* when it comes both to designing housing and to making a City more family friendly. I know plenty of couples who have gotten pregnant immediately, like on the honeymoon. And for others it has taken years of ACTUAL trying (tracking cycles, having sex at specific times of day, hormones, IVF) ... and for some of our friends despite all efforts it just has not happened. Only God knows when or if a couple will have a baby. Babies truly are a miracle. (On a related note, Marley and Me is a beautiful movie in telling the story of wanting a family and losing a baby. My wife and I have lost children, so we know a *bit* of what the heartbreak of miscarriage is like) But the shift for a couple to become WILLING to have a baby is one of the core reasons people struggle to have kids in cities. If someone looks around their apartment and thinks, “There is no way we could raise a baby here,” then they’re less likely to stop using birth control. Your home has to feel like it could accommodate a baby. A "Baby Maybe" home: a second small bedroom or a tiny home office, that could have be a nursery in a pinch. It enables the small, almost subconscious, mental threshold where you say, “You know what … we’d be fine if this happened.” That’s the moment. And for each couple, there will be 1000 other things that go into the equation: Can we afford for 1 of us to stay home, or full-time childcare? Do we see other kids around us? Is it safe enough for kids? Are there parks nearby? Do we need to be closer to family and cousins? All will be different for each family, but they ALL require that their current home is sufficient to be able to have a kid Otherwise, as soon as a couple finds out they are pregnant ... they call their parents, friends and family and tell them the good news ... and then immediately look on Zillow to move right away so they aren't giving birth AND moving the same time. It's kind of a bummer in an otherwise wonderful magical moment. We've seen many many couples move out of the City at that exact period. "Well, since we are moving anyway, we might as well go to where we think we will live long term." But it doesn't need to be that. Babies are small. At least for the first year, if you have a place to put them you're probably better off just staying in your current place and then figuring things out later. Maybe you DO need to move to the suburbs or be closer to family or you want a house with a yard. But that decision doesn't need to be right away. TLDR: Family Friendly housing doesn’t begin at birth. It begins when a couple can imagine a child fitting into their current home ... whether that's a rowhome with tiny bedrooms or a 1BR+Den apartment.

Bobby Fijan

219,453 Aufrufe • vor 9 Monaten

Wooyoung’s message to Hongjoong: 🐈‍⬛ The way you’re always growing and becoming cooler and cooler - I feel so, so proud that you’re part of our team. You really make me think, “Ah, he is the biggest treasure of our team.” 🐿️ I’m confused now~ 🐈‍⬛ We’ve been preparing a lot together for this concert, and first of all, I just want to say you worked really hard. And in “Wake Up” (최면), if you look at your rap… 🐿️ Ah~ I think I know who this is… I can totally tell. 🐈‍⬛ There’s this killer rap part in there, and I think ATINY are really going to love it. 🐿️ The way he’s talking… feels kinda familiar! 🐈‍⬛ I think this concert will really show off your dancing too, so please prepare well and don’t get hurt. 🐿️ Huh..? What’s going on… 🐈‍⬛ I hope you can show ATINY a great side of you. 🐿️ Ah, this is confusing. 🐈‍⬛ Ah… 🐿️ Ah? 🐈‍⬛ I’m sure it’s mentally draining with so much to learn, but take care of your mental state, okay? 🐿️ That’s definitely it - especially that last part. Even with the voice disguised, I can hear it. Ah, Jung Wooyoung, this is definitely… 🐈‍⬛ Don’t get sick! Don’t go around all day holding your stomach going “Arghhh”- do well, okay? ♡ 🐿️ Now I get why he kept going “Arghhh.” Yeah, this is totally Jung Wooyoung. Q: At which point did you realize who it was? 🐿️ It was when “Wake Up” got mentioned- because Wooyoung had said he wanted to hear a fast rap, and that’s why I wrote that rap for “Wake Up”. Also, there was this one day I was really sick while we were preparing for the concert, and Wooyoung stayed by my side and really looked after me. Hongjoong’s message to Wooyoung: 🐿️ Wooyoung-ah, even though you don’t show it, you always take care of me in your own way. And when I get all stiff or too serious, you joke around with me and loosen me up - thank you for that. Please keep looking after me in the future too. Fighting~! video cr. cozy_az

Irene | AhgaTiny

85,999 Aufrufe • vor 1 Jahr

Blue-Green Algae at Red Bud Isle☠️🐶 Austin, TX - Austin Watershed Protection staff have observed thick mats of blue-green algae, some of which may be toxic, notably near Red Bud Isle on Lady Bird Lake and at Walsh Boat Landing on Lake Austin. Samples were collected at all six monitoring sites on the lakes for testing. At this time of year, blue-green algae mats may be present in other parts of either lake and our creeks. Community members should be cautious and avoid contact with algae. They should keep dogs away from water with algae mats. The mats usually look like dark blobs floating on the surface and can be mixes of different kinds of algae. They may be mixed in with aquatic vegetation. As the weather continues to heat up, conditions for algae will become more favorable, and we expect to see more in our waterways. Assess Before You Enter Waterways If any of the following conditions are present, stay out of the water. They could indicate reduced water quality. •Algae along the shoreline •Stagnant, warm or murky water •Scum or surface film. In addition, do not enter the water if there has been rain in the past three days. After Entering the Water •Do not drink water directly from natural water bodies. •Avoid contact with algae. •Rinse skin, hair, and animal fur thoroughly after contact with water. •Do not allow pets to lick their fur before rinsing them off. If you or your pet experiences sudden, unexplained illness after swimming, contact your medical provider or veterinarian immediately. Residents are encouraged to report suspected human or animal illnesses related to algae using the City’s online reporting form. The mats of blue-green algae present at Red Bud Isle are similar in appearance to conditions in May and June in previous years. For the past five years, we have applied lanthanum-modified clay to manage sediment phosphorus in an effort to reduce the growth of algae as part of a $1.5 million pilot program. This year is a control year with no application so we can evaluate the effectiveness of the pilot program and whether it is beneficial to continue investing public funds at the previous level. Algae is not the only risk when spending time on Austin’s waterways. Natural water bodies can contain algae, bacteria, parasites, and other hazards. *Austin Watershed Protection

Chris Walker

28,826 Aufrufe • vor 2 Monaten

Open Letter to Union Home Minister Amit Shah Shri Amit Shah avare, First, let me congratulate you for finally speaking the truth by openly revealing the BJP's real opinion about Dr. Babasaheb Ambedkar. Your statement in Parliament (18-12-2024) didn’t surprise us; we already knew your party’s true mindset. But now, the entire country has seen your lack of respect for the architect of the Indian Constitution. Standing in the very Parliament that runs under his Constitution and calling his memory a "habit" shows your arrogance. Congratulations, Mr. Shah, for this shameless act! Do not attempt to mislead the nation by saying, "I have immense respect for Babasaheb, and my words were twisted." We are not gullible. Own up to your words and face the nation. For us, Ambedkar is not a "fashion" but an eternal inspiration. As long as we breathe, as long as the Sun and Moon shine on this Earth, Ambedkar's legacy will endure. The more you try to diminish his memory, the stronger it will rise to guide us forward. While your sycophants might have clapped at your arrogance, remember this: millions across this country, who have gained equality and dignity because of Babasaheb, are condemning you. Had Dr. Ambedkar not been born, I wouldn't have had the privilege of becoming the Chief Minister today—I might have been herding cattle in my village. Our senior leader, Mallikarjun Kharge Ji, wouldn't have risen to lead the AICC; he might have been working in a factory in Kalaburagi. We owe every step of our progress and dignity to Babasaheb and the Constitution he gave us. Not just me—without Ambedkar's contributions, you too wouldn't be the Home Minister today. Instead, you might have been running a scrap business in your hometown. Prime Minister Narendra Modi, your colleague, might still be selling tea at a railway station. Babasaheb’s vision is what elevated us all. Even the Prime Minister might admit this, and so should you. Your hatred for Ambedkar is not new to those who know history. Why did your ideological parent, the RSS, reject the Constitution written by Babasaheb during his lifetime? Historical records document the statements of RSS leaders like Hedgewar, Golwalkar, and Savarkar against the Constitution. You may try to suppress these truths, but they cannot be erased. Your remarks in Parliament are just an extension of that long-standing RSS ideology. Let me respond in your tone. Your party and its ideological family have now developed a fashion to chant "Modi... Modi... Modi." If only you had invoked the name of God as many times as you chant Modi’s name, you might have secured a place in heaven—not just for seven lifetimes, but for a hundred. Perhaps even your sins, committed solely for clinging to power, might have been forgiven. Sincerely, Siddaramaiah Chief Minister, Karnataka

Siddaramaiah

428,339 Aufrufe • vor 1 Jahr