slow_motion

@clawdb0t @sama @thsottiaux It was fine for me until they announced they "fixed" it

Codex limits still draining like a leaked oil tanker in hormuz!!! @sama @thsottiaux

@ClementDelangue It also messes with precision, wrecks deterministic structured output and and struggles with JSON handling

llama.cpp with MTP support makes local models fast enough to use as daily drivers 🚀 Qwen3.6-27B dense generation below on A10G: From 25 tok/st to 45 tok/s (+78%)!

@Teknium @NetworkChuck Just pls don't join anthropic when they come knocking. I know money is tempting, but misanthropic is cancer

.@NetworkChuck's overview of what makes Hermes Agent unique is really well done. He's clearly been a power user and done his homework in this video. Highly recommended if trying to decide if you should try Hermes Agent!

@visegrad24 Why the fuck is he solving 3rd world problems in 3rd world countries that 3rd worlders have created?

A Christian man from the U.S. named Aaron Hutchings traveled to Pakistan to free a family from 140 years in slavery, paying around $4000 for their freedom. The family had remained trapped in bonded labour for generations in Pakistan’s brick kiln industry after an ancestor took a loan in the 1880s. Multi-generational bondage persists in Pakistan despite having been banned in 1992. The system revolves around “peshgi” (advance payments or loans) given by kiln owners to workers, often for emergencies, weddings or illness. Wages are extremely low and owners add high interest, arbitrary fines and manipulated accounts. This makes repayment nearly impossible. Debts are treated as family obligations and passed to children and grandchildren. Children often start working as young as 4-5 to help “repay the debt.” Estimates suggest hundreds of thousands are enslaved in Pakistan’s 20,000+ brick kilns. Pakistan outlawed bonded labour in 1992, but enforcement is extremely weak due to corruption and political influence of kiln owners. Families can’t just pack up and leave without facing severe risks. The system relies on coercion beyond the debt itself. Kiln owners or their jamadars (middlemen) often use armed guards, physical violence, or threats against the worker and remaining family. Family members left behind can be held as hostages. The police frequently collude with owners and escapees may be arrested on false charges, beaten or forcibly returned to the kiln. Workers often lack documents, education, alternative skills or safe places to go. Women and young girls face heightened risks of sexual abuse or forced marriage as “repayment.” Few in Pakistan care about these families. It often takes for Europeans and Americans to come over to help buy families out from slavery. Just like the British Navy waged war against slave traders of all nationalities after 1808, capturing 1600 slave ships and freeing 150 000 slaves.

@thsottiaux If anything, the last few days have shown that once OpenAI inevitably goes full Anthropic (silent model lobotomization & rate limit reduction), people will not only notice, they'll also bring pitchforks. Until then, thx for the reset fam.

Some of you noticed limits drained faster in Codex, we root caused it to an optimization that we rolled back that had an impact on cache hit rates when compacting across long running sessions. We fixed this and have now reset usage limits for all accounts. Enjoy the weekend.

@SpaceTimeViking @YvetteCipher 150 reddit comments, Qwen extracts specific info according to system prompt, outputs to JSON, a script does deterministic cleansing. Output is calibrated against my manual review of the 150 comments (relevance, validity etc). Q6XL passes with 100% accuracy, everything else 94-97%

@5low_motion @YvetteCipher What are you using to measure drift?

Appreciate the shoutout! The Qwen3.6-27B model is the first one I hand Abliterated vs relying on other abliterated models. I converged several techniques and hit the kv drift jackpot and it’s now smarter than the OG source model. It no longer has self censorship overhead. github.com/AEON-7/Qwen3.6…

@SpaceTimeViking @YvetteCipher I am running deterministic data extraction and currently only the Q6XL quant passes my established baseline at 100%. Even enabling MTP or going to Q8 will induce drift from the baseline (wrong extractions). Regular tests won't show this, and its not a topic I see mentioned at all

@5low_motion @YvetteCipher Also I have not personally tested this quant but this guy validated a high quality benchmark and is running it on a 16gb VRAM card. You won’t get NVFP4 precision but it will free up lots of headroom.

@SpaceTimeViking @YvetteCipher Super interesting, thx!

@5low_motion Maybe check what @YvetteCipher did to run it on the RTX 5090.

@SpaceTimeViking Too bad vllm is such a memory hog, making it impractical with 32GB VRAM. I'm on Blackwell but forced to use llama.cpp because with 32k context I can't do jack in Hermes, even with NVFP4.

@5low_motion Read up on the way NVFP4 works it’s close to lossless but does take more compute for checksum bit processing. That said Blackwell has hardware tensors to process NVFP4 so it’s actually faster than FP8. More precise than most FP8 quants.

Who controls the media? Meta owns: Facebook Instagram WhatsApp Messenger Threads Oculus / Meta Quest VR Meta AI Meta is controlled by Mark Zuckerberg who is jewish Alphabet owns: Google YouTube Android Gmail Chrome Pixel phones Nest smart home devices Fitbit (acquired in 2021) DeepMind Gemini AI assistant/model family Waymo — self-driving cars Verily — health technology Calico — longevity research Wing — drone delivery Alphabet is controlled by Larry Page and Sergey Brin who are both jewish Tic Tok U.S. algorithm, cybersecurity and infrastructure is controlled by Oracle Oracle is controlled by Larry Ellison and he’s jewish Hookup Apps Match Group owns: Tinder Hinge OkCupid Match.com Plenty of Fish Meetic The League BLK Archer OurTime Was founded by Barry Diller who is jewish Grindr Was founded by Joel Simkhai who is jewish Bumble Was founded by Whitney Wolfe Herd who is jewish Porn Onlyfans Owned by Leonid Radvinsky who is jewish Vixen Media Group owns: Blacked Blacked Raw Vixen Tushy Deeper Founded by Greg Lansky who is jewish Aylo/MindGeek Owns/owned: Pornhub YouPorn RedTube Brazzers Reality Kings Digital Playground Men.com Sean Cody Tube8 Solomon Friedman is the owner of Aylo and he’s jewish Gamma Entertainment owns/operates: Adult Time Pure Taboo Wicked Girlsway many affiliate studios/platforms Founded by Karl Bernard who is jewish Movies/TV/News Warner Brothers Discovery owns: Warner Bros. Pictures HBO CNN DC Studios Cartoon Network Discovery Channel TNT TBS Max (formerly HBO Max) Adult Swim HGTV Food Network Animal Planet Warner Brothers is run by David Zaslav who is jewish Disney owns: ESPN ABC Marvel Studios Lucasfilm Pixar 20th Century Studios Disney+ Hulu (major controlling stake) National Geographic Disney is run by Bob Iger who is jewish Paramount Global owns: Broadcast & News CBS CBS News CBS Sports Local CBS stations Film Studios Paramount Pictures Paramount Animation Paramount Players Cable Networks MTV Nickelodeon Comedy Central BET VH1 CMT TV Land Smithsonian Channel Logo TV Pop TV Streaming & Premium Paramount+ Showtime Pluto TV Major franchises/IP Top Gun Mission: Impossible Star Trek South Park (licensing/streaming arrangements) SpongeBob SquarePants Transformers Teenage Mutant Ninja Turtles Paramount Global is controlled by Sheri Redstone, who is jewish Comcast owns: * NBCUniversal * NBC * Universal Pictures * Peacock * MSNBC * CNBC * Telemundo * Sky (Europe) * DreamWorks Animation * Xfinity Comcast is controlled by Roberts family who is Jewish AI/Data Centers OpenAI/ChatGPT Run by Sam Altman who is jewish Palentir provides advanced data integration, surveillance, AI, and analytics infrastructure used by military, intelligence, law enforcement, and major corporations. Its platforms help organizations combine massive amounts of fragmented data into real-time operational intelligence for warfare, policing, logistics, cybersecurity, manufacturing, and decision-making, making it one of the most strategically influential data and defense technology companies in the world. Owned and operated by Peter Thiel and Alex Karp both jewish Oracle owns: Oracle Database Java MySQL NetSuite Cerner Sun Microsystems technologies It’s important because it owns core infrastructure software that powers governments, banks, hospitals, corporations, and large parts of the internet. Its control of technologies like Oracle Database, Java, MySQL, and Cerner gives it enormous influence over the backend systems modern society depends on. Owned by Larry Ellison who is jewish

@Grummz She's what now, like 50 or something?

Times are tough. She's opening an OnlyFans.

@oguzerkan AMD is only getting started, and I'm saying this as a longterm shareholder (entry at 8$). Enjoy the ride frens

$AMD will likely set another all time high closing today. I get many questions about whether it’s overvalued now. Simple answer is: no It’s in the ballpark of fair value. Let’s do some quick back-of-the envelope math: - $UBS sees server CPU market at $170 billion in 2030. Assuming 75% of it will be x86 and $AMD will have 50% revenue share in x86 CPUs, we are looking at $64 billion revenue from this segment alone. - $GS sees AI data center capex at $1 trillion in 2030. 70% of the capex will go to accelerators. Assuming 15-85 allocation between ASICs and GPUs and 10% GPU market share for $AMD, we are looking at another $60 billion revenue from this segment. In total, we are looking at $124 billion data center revenue in 2030. Assuming 35% net margin and 25x exit multiple, we are looking at $1.1 trillion company. Discounting it to today at 10% annual rate gives us $736 billion company. This is excluding the non-data center businesses. The whole company is currently valued at $767 billion. So, we are just around fair value and you should never sell exceptional businesses at fair value because they tend to surprise on the upside. Long $AMD

@KyleHessling1 I was waiting for this one. 3.7 is already looming tho, but this is a great in between upgrade until then. Thank you guys 🙏🏻 Does this yield any improvements for thinking off as well, or only with thinking on?

BREAKING! Qwopus 3.6 27B is LIVE! Thank you for your patience on this one, but I believe you'll find the wait was worth it! We've benchmarked this thing up and down, verified that it holds at least a 75.25% (152/202) in the initial 202 SWE bench solves. Not a full run of 500, but it shows the agentic coding quality from the original 27B is retained while adding all of the additional Qwopus benefits across many domains. As always, Jackrong is absolutely cooking here! COT quality has improved significantly through the inversion techniques from our Negentropy proof of concept. It also went through thorough curriculum training. You can check out the MMLU pro benchmarks on the model card, but it improved a whopping 10 points over the base model in physics, as well as meaningful jumps in Chemistry, business, and computer science. However, the best part is that I was able to build an entire survival shooter game using this local model entirely. I genuinely was blown away by the results, which you can play right now on my HF space (link in comments below). "Qwopus Commander" was completed in 9 turns of Qwopus 3.6! To test the new long context training, I made it re-output the entire 3000+ line program each turn, and it would make fixes and add features that I requested in large prompts, while perfectly replicating the entire rest of the game from context. What's more is that I did it all at Q8 KV cache quantization, and never had an issue over the entire 303k token run! IMPORTANT: Run it at --temp 0.75 to 1. Mess with it in that range for your use case. Higher temp actually lets the fine-tune shine and be exploratory and is also more stable. Swe Bench was run at temp 1, the game was built mostly at 0.8! We're so blessed to have all of you here and using the models! The support means so much! Please let me know what you build with it in the comments! Or if you have any issues getting it up and running, I will try my best to get back to you! Looking forward to seeing what you legends produce with it this weekend! huggingface.co/Jackrong/Qwopu…

@vivienne_huber Unpopular opinion: Würde man Frauen das Wahlrecht verbieten, bräuchten wir solche Initiativen gar nicht erst

Die Schweiz ist nicht grenzenlos — und immer mehr Frauen sprechen es aus. Danke an Larissa🌹 JA zur Nachhaltigkeitsinitiative✅

@infosperber Zum Glück hats in Afrika einen Überschuss an Ingenieuren und Ärzten die gewillt sind in die Schweiz zu kommen, macht euch also keine Sorgen, alles wird gut

🇨🇭 Eine 12-Millionen-Schweiz? Zwei Bundesräte haben «keine Angst» davor, eine ETH-Forscherin hält sogar 16 Millionen für möglich. Aber mehr Einwohner bedeuten nicht automatisch mehr Wohlstand, und die Landschaft wächst nicht mit, schreibt Urs P. Gasche. infosperber.ch/gesellschaft/u…

@YorchTorchGames I think the game was either trolling or a stunt to begin with, the ridiculous patches are proof the dev is taking the piss

Plantation Simulator went from a Very Positive rating to Mostly Negative in less than 24 hours. In a single day, it delivered a masterclass on how to make a game people want to play and how to drive it straight into the ground. Lots of great lessons for aspiring game devs.

@HikaruAkiraFox The first gane didn't have combat either, and it's early access, half the game is missing still. That being said, the game and the studio are woke and deserve to be punished

I will tell you what happened. You are not allowed to defend yourself against attackers. It makes no sense to have a survival game in which you cant defend yourself. People dont want to run away from attackers in survival games, people want to be able to fight their attackers to defend themselves. If you are not allowed to defend yourself against an attacking entity in a survival game, than your game is woke and is teaching suicidal empathy. This game is going to flop on full release. Non-buy-nary.

@0xSero What makes it better in your opinion? I had both gemma and Qwen take two large inputs and write the same synthesis. Gemma was way to short, read more like an executive Summary, Qwen delivered the full architectural blueprint

I'm stunned by how good Gemma is, I like it more than Qwen. Has it's flaws but feels at least 5x it's size. Cost to run at home: 1000$ - Macbook or Nvidia/AMD - Vision/Audio enabled - Okay agent (Qwen better) - Doesn't overthink - The MoE works with CPU offloading 8gb vram

@ChatGPTapp Can you make it be less of a "yes man" and more of a hard-ass when I tell it to? I specifically want it to challenge my ideas and suggestions, but despite instructions to do so, I only ever get "great idea" and "you're right"

Gone shipping 🚢