Marc Rue

Informàtic, emprenedor de mena i groc, molt groc. Membre de la Jove Cambra Internacional de Sabadell

[Percy Liang @percyliang]

🚢 Marin 535B-A23B started training this week! As usual, the whole process is open.
Voyage plan: pretraining (80%) + midtraining (20%) on 18.75T tokens on 11 x GB200 NVL72 for ~3 months (2.7e24 FLOPs). Post-training will follow.
Before kicking off the run, we trained a 4-rung scaling ladder from 1.6B-A61M (48B tokens) to 27.7B-A1.2B (926B tokens) to debug issues, and to make a forecast of our hero run. This is by far our biggest run, so definitely expecting the unexpected.

[Carles Núñez Tomeo @carlesnunez]

He convertit 1.370 gegants reals de Catalunya en un repositori per imprimir o pintar online per al meu fill que en demanava CADA DIA i jo ja no en trobava per enlloc.

Tot generat amb IA. Cost total en generació d'imatges: 0€.

I el més interessant no és la IA generant, sinó la IA auditant el seu propi treball.

Es diu https://t.co/dyOUl4bO2R

El fil tècnic 🧵

[WeiboLLM @WeiboLLM]

⭐ VibeThinker-3B is released — a dense 3B model for frontier-level verifiable reasoning.

🚀 Reasoning: 94.3 on AIME’26, 76.4 on IMO-AnsBench, and 80.2 Pass@1 on LCB v6; with CLR, AIME‘26 improves to 97.1 and IMO-AnsBench to 80.6.

💻 OOD Coding: On recent unseen LeetCode weekly contests, VibeThinker-3B passes 123/128 (96.1%) first-attempt Python submissions.

⚡ Efficiency: Only 3B parameters, yet reaching the performance range of much larger top-tier reasoning models.

🧠 Perspective: Small models are not just cheaper substitutes. In parameter-dense domains with clear verification signals, SLMs offer a path to frontier-level reasoning that complements traditional Scaling Law.

Model : https://t.co/94A14zpqCV
Github: https://t.co/32so5P6C7L
Paper: https://t.co/UDd264RsZb

#AI #LLM #Reasoning #OpenSource #SmallModel

[Marc Rue @marcrue]

@dotta @papercliping Done done!

[DeepSeek @deepseek_ai]

🚀 DeepSeek-V4 Preview is officially live & open-sourced! Welcome to the era of cost-effective 1M context length.

🔹 DeepSeek-V4-Pro: 1.6T total / 49B active params. Performance rivaling the world's top closed-source models.
🔹 DeepSeek-V4-Flash: 284B total / 13B active params. Your fast, efficient, and economical choice.

Try it now at https://t.co/GCdiMzk1Dl via Expert Mode / Instant Mode. API is updated & available today!

📄 Tech Report: https://t.co/drlDrxkYtp
🤗 Open Weights: https://t.co/T13Y8i7SDM

1/n

[Renoise @renoiseai]

Renoise 72H Campaign: Gift for Aliens

You're leaving Earth forever. Only ONE thing comes with you. What is it?

Repost + reply "GiftForAliens"
3 winners get $20 Membership (Seedance 2.0 1080p + FacePass)
🧵👇

[Eric ⚡️ Building... @outsource_]

🚨 SUPER GEMMA 4 26B UNCENSORED IS INSANE

LLM WIZARD COOKING AGAIN @jun_song

Dropped SuperGemma4-26B-Uncensored GGUF v2 and it’s trending on @huggingface🤗

This thing SMOKES the regular Gemma-4 26B:

🤯0/100 refusals (actually uncensored)

🚀Fixed all the tool-call + tokenizer jank

⚡️90% faster prompt processing

🏆Sharper, smarter, way more capable responses

- Perfect local beast for llama.cpp

✅ Runs ~18-22 GB VRAM (16.8 GB Q4_K_M file)

- Run on 16 GB GPUs!

The 31B version in the works, should be out SOON 🤯

Pull this version on hugging face below 👇🏻

[kaios @kaiostephens]

Welcome ⭐Carnice-9b!⭐ - a model for Hermes-Agent

Carnice-9b is a fine-tuned version of Qwen3.5-9b to preform exceptionally well in the hermes-agent harness.

This model is meant to fit onto consumer GPU's all the way down to 6gb (Q4_K_M), but recommended to run in ~12-16gb cards.

Try it out. Any feedback is appreciated, feel free to DM me!

https://t.co/y09OTDqhrj

This would not have been possible without the help from @LambdaAPI, @NousResearch ,@TheZachMueller, @Teknium

Look out for Carnice-27b soon! 👀

[Marc Rue @marcrue]

@StoicTrooper @Suryanshti777 Same, love to test

[Marc Rue @marcrue]

@wandb @nvidia Finding Nemo

[Marc Rue @marcrue]

@RobImbeault @dr_cintas Rob, pricing does not render correctly on iPhone, unable to dm u.

[Marc Rue @marcrue]

@pbteja1998 Thanks for the writeup, it fired up my imagination! Curious about your inference models/providers and costs so far on 15m x 10 agents

[Invideo @invideoOfficial]

Nano Banana 2 live on invideo 🍌🍌

FREE & UNLIMITED for 365 days for all paid users that sign-up before 27 November.

RT + Reply “Banana” to win one of 5 Generative plans.

[Martin Nebelong @MartinNebelong]

Veo 3 + a screenshot from my Webcam?

With some creative prompting, Veo can do some very surprising things out of the box.

Earlier, we looked at "Instantly jump/cut on frame 1" prompts that lets you upload a single start frame and then "trick" Veo to do a near-instant scene shift while keeping the subject of your start frame intact and consistent in the new scene.

More examples in the 🧵

[MarcoFigueroa @MarcoFigueroa]

🚨 Announcement 🚨

🚨 AI jailbreaks just got a score! We at https://t.co/HvtYSMyWnD are excited to introduce JEF to the LLM prompting jailbreak community!

How do you measure the effectiveness of a jailbreak attack on an LLM? 🤖🔓
JEF (Jailbreak Evaluation Framework) is a structured scoring system that evaluates jailbreaks based on many thing.

JEF rates jailbreak tactics – it’s a game-changer.
It’s a step toward standardizing jailbreak severity across models.
Full write-up 👉 https://t.co/jdObcWNASI

I would love getting the communities feedback on this new JEF tool. @elder_plinius @Jhaddix @learnprompting @TakSec @dromanocpm @Scobleizer

[Marc Rue @marcrue]

@topazlabs Astra

[Min Choi @minchoi]

Google Veo 3 realism just broke the Internet yesterday.

This is 100% AI

10 wild examples:

1. Street interview that never happened

[fofr @fofrAI]

The full prompt for this is LONG:

> An underwater scene stretches across the entire screen. Amidst the colorful reef, a small, rolled-up parchment map lays on the sea floor. Jerry, the brown mouse, swims calmly into the scene from the left, his large eyes wide with curiosity, carefully looking around while his tiny paws propel him forward gently. A small, rolled-up parchment map is laying on the sea floor. The map has a single small red x on it.

An underwater scene stretches across the entire screen. Jerry, the brown mouse, pauses, his attention drawn to a small, rolled-up parchment map laying on the sea floor. With gentle care, Jerry grasps the delicate parchment with both paws and slowly unrolls it, examining its smooth surface intently. The map has a single small red x on it.<end_scene>

<start_scene>A coral-covered underwater area stretches across the screen, rich with delicate coral formations in pastel hues gently moving with the rhythm of the ocean. Jerry, the brown mouse, swims thoughtfully toward a gently glowing sea anemone, its soft tentacles subtly pulsing with luminescence. Jerry's expression is curious and determined, his tiny paws methodically propelling him through the water. As he swims, he turns his head left and right, eyes carefully scanning for something important. The camera smoothly pans along with Jerry's steady forward swimming, highlighting his thoughtful and attentive demeanor as he continues his careful exploration of the vibrant underwater environment.<end_scene>

<start_scene>Underwater, a close-up reveals Tom, the blue-gray cat, with a hungry and predatory expression, his sharp eyes narrowed as he keenly scans the surroundings. Tom turns his head methodically from left to right, squinting his eyes carefully as he searches for something, a cunning gleam evident in his gaze. Small bubbles of air gently rise behind him, highlighting his location beneath the ocean surface. In the softly swaying background, a green coral plant moves rhythmically with the water's flow. Tom is depicted naturally, free of any clothing, his sleek fur softly illuminated by the refracted sunlight filtering down from above.<end_scene>

<start_scene>Underwater, a large purple coral sways gently and rhythmically from side to side in the mild ocean current. From behind the broad coral branches, Tom, the blue-gray cat, peers mischievously with a sly and calculating smile, his eyes following Jerry intently. Jerry, the brown mouse, swims slowly and obliviously past Tom, calmly navigating the serene underwater landscape without sensing any threat. The camera smoothly pans horizontally, tracking Jerry's leisurely movement across the scene, emphasizing Tom's stealthy observation, his sly grin deepening as he patiently waits for the ideal moment to act upon his mischievous intentions toward Jerry.

Underwater, a large purple coral gently sways side to side, animated by the subtle ocean current. Jerry, the brown mouse, calmly swims forward through the tranquil environment. As he progresses, Jerry glances backwards casually but suddenly notices Tom, the blue-gray cat, swiftly approaching from behind with predatory intent. Jerry's eyes widen dramatically in shock and fear. Quickly regaining composure, Jerry swiftly darts to his right, frantically swimming away with anxious urgency clearly etched on his face. Tom eagerly pursues Jerry, propelled by excitement and determination, rapidly swimming toward the right with an energetic eagerness, intent on capturing the swiftly escaping mouse.

An underwater kelp forest stretches upward, its tall green kelp strands swaying rhythmically and gracefully beneath the ocean's surface, forming dense vertical layers. Jerry, the brown mouse, swiftly swims into the dense kelp forest from the left, maneuvering with agility and precision. Close behind Jerry, Tom, the blue-gray cat, swims with urgency and determination, repeatedly reaching forward with his paws in swift attempts to capture Jerry. Each grasp misses narrowly, emphasizing the frantic chase. Jerry adeptly weaves and ducks between the long, gently moving kelp strands, utilizing the dense underwater foliage to skillfully evade Tom's persistent pursuit and escape imminent capture.

An underwater kelp forest stretches upward, its tall green kelp strands gently swaying and undulating in a hypnotic rhythm underwater. Jerry, the brown mouse, quickly swims upward, skillfully weaving through the gently swaying kelp strands. Following closely, Tom, the blue-gray cat, swims upward rapidly, paws desperately outstretched to grasp Jerry, yet consistently failing as Jerry remains just out of reach. Jerry continues his swift, upward escape through the water, maintaining a focused and determined demeanor as he adeptly maneuvers through the thick kelp, always narrowly avoiding Tom's determined efforts to finally capture him, his movements quick and precise.<end_scene>

<start_scene>Underwater, Jerry, the brown mouse, quickly darts to the left, swimming rapidly with agile and determined strokes. Tom, the blue-gray cat, follows closely behind, intensely pursuing Jerry in a heated underwater chase. Jerry swiftly manages to swim off-screen to the left, disappearing into safety beyond the visible boundary. Tom visibly slows, appearing deeply frustrated and exasperated, his expression showing disappointment and irritation as he realizes that Jerry has effectively escaped, once again eluding his grasp despite the vigorous effort and determination that characterized Tom's intense pursuit throughout this tense underwater chase sequence.

Underwater, Jerry, the brown mouse, swiftly swims through vivid clusters of orange and purple coral formations, frequently glancing nervously behind him to gauge his distance from his pursuer. Following closely behind, Tom, the blue-gray cat, navigates carefully around intricate coral structures, swimming swiftly yet strategically. Tom exhibits a clear and unwavering determination in his pursuit, his eyes sharply focused on capturing Jerry. Jerry, meanwhile, continues moving with agility and speed, expertly utilizing the coral reef's complexity as cover, his eyes filled with anxious awareness and urgency as he strives to evade Tom's persistent and determined underwater chase.<end_scene>

<start_scene>Underwater, outside the wooden shipwreck, Jerry, the brown mouse, swiftly swims in from the left side of the screen, his movements precise and determined. Approaching directly, he navigates skillfully toward a dark hole in the side of the shipwreck, which is covered partially by layers of coral and seaweed gently swaying with the underwater currents. Without hesitation, Jerry slips through the hole and disappears into the ship's shadowy interior. The aged wooden planks and moss-covered surface of the shipwreck enhance the mysterious atmosphere as Jerry carefully moves inside, suggesting anticipation and careful urgency in his movements as he vanishes within.

Underwater, outside the wooden shipwreck, Tom, the blue-gray cat, swims swiftly into the scene from the left, showing determined urgency as he searches diligently for Jerry. With careful inspection, Tom peeks into various holes and crevices scattered along the damaged wooden hull, occasionally pausing to closely examine an opening, only to move on with visible frustration after finding nothing. Tom's expression gradually shifts from determined to confused and increasingly frustrated as his thorough search fails to reveal Jerry's hiding spot. His movements slow, becoming calmer and more deliberate as he methodically continues inspecting and searching around the shipwreck's exterior, determined yet clearly baffled.<end_scene>

<start_scene>An old wooden shipwreck lies quietly underwater on the sandy ocean floor, partially submerged in sand, and overgrown by vibrant coral, seaweed, and algae. Jerry, the brown mouse, swims swiftly through a wide opening in the damaged hull, entering the shadowy interior of the wreck. Inside, Jerry pauses briefly, anxiously scanning the dimly-lit interior of the vessel, his eyes wide with cautious anticipation. He quickly retrieves a parchment map and examines it closely, verifying the marked red X location carefully. Confident but alert, Jerry carefully rolls up the map again and continues swimming deeper into the shadowy depths of the shipwreck, resolutely pursuing his goal.<end_scene>

<start_scene>Inside the underwater shipwreck, Jerry, the brown mouse, swims cautiously toward a closed wooden door located in a dimly lit corridor, the interior filled with scattered debris and floating particles illuminated by beams of filtered sunlight. Jerry reaches out slowly and pushes the old wooden door open, the door creaking slightly as it reveals the mysterious room beyond. Carefully, Jerry peers inside, his cautious expression shifting instantly to one of joyful surprise. His eyes widen dramatically with excitement and wonder, clearly captivated by something extraordinary within the revealed chamber, heightening the sense of curiosity and intrigue within the scene.<end_scene>

<start_scene>Jerry, the brown mouse, enters an underwater room within the shipwreck, revealing a magnificent wooden treasure chest resting prominently at its center, overflowing abundantly with glittering golden coins, shimmering jewels, and sparkling gems. Jerry eagerly checks a parchment map, excitement evident as he recognizes this spot as the treasure location marked precisely by the red X. His eyes sparkle joyfully, and a wide smile spreads across his face, clearly mesmerized and enchanted by the sight of the dazzling treasure. Jerry's excitement and delight grow visibly, captivated completely by the wealth and beauty discovered in this hidden underwater chamber.<end_scene>

<start_scene>Underwater, outside the shipwreck, Tom, the blue-gray cat, swims anxiously back and forth, continuously peering with frustrated urgency into various openings and cracks in the wooden hull of the sunken ship. His expression is tense and increasingly agitated, clearly indicating a desperate search for something—or someone. Tom's eyes scan each dark opening repeatedly, his whiskers twitching nervously, as frustration grows with each unsuccessful attempt to find Jerry. His movements become more vigorous yet increasingly exasperated, capturing Tom's rising impatience and desperation as he remains intent on locating Jerry's elusive hiding place somewhere within the shipwreck's mysterious interior.

Underwater, outside the shipwreck, Tom, the blue-gray cat, continues anxiously swimming back and forth, repeatedly peering into openings along the shipwreck's wooden hull with careful yet increasingly frustrated examination. His expression remains deeply troubled, his eyes narrowed in irritation and impatience as he struggles fruitlessly in his ongoing search for Jerry. Tom persistently examines each crevice methodically, visibly irritated by Jerry's successful evasion. Despite his determination, Tom's frustration is evident in his increasingly tense posture and rapid movements as he continues his thorough but futile search around the shipwreck, clearly determined yet baffled by Jerry's skillful disappearance within the underwater vessel.

Underwater, outside the shipwreck, Tom, the blue-gray cat, swims back and forth with restless irritation. Suddenly, from a large opening in the shipwreck, a large silver shark emerges ominously, eyes locking directly onto Tom, the blue-gray cat. Tom, the blue-gray cat, instantly freezes, his expression rapidly shifting to sheer terror, his eyes widening dramatically and panic gripping his entire body. Reacting swiftly, Tom, the blue-gray cat, spins around frantically and begins swimming away from the large silver shark as quickly as possible, fear propelling his urgent escape. The large silver shark, clearly noticing Tom's desperate retreat, immediately begins pursuing, steadily increasing its speed and menacingly closing in behind Tom, amplifying the tension and urgency of the chase.<end_scene>

<start_scene>Underwater, Tom, the blue-gray cat, frantically swims upward, his face filled with panic and fear, frequently glancing behind as a large silver shark angrily yet menacingly follows close behind. Tom, the blue-gray cat, swims with increasingly frantic movements, rapidly darting around coral formations and rocks in desperate attempts to evade capture. Each nervous glance reveals the large silver shark steadily approaching, its sharp teeth clearly visible and ominous. The large silver shark maintains an unwavering pace, patiently and deliberately closing the distance between itself and Tom, the blue-gray cat. Tom's desperation and terror are palpable, as his swift evasive maneuvers become increasingly erratic under the relentless pursuit of the dangerous predator.<end_scene>

<start_scene>The screen is diagonally split in two halfs. On the right side of the split screen, inside the underwater treasure room, laughing happily, Jerry, the brown mouse, tosses handfuls of golden coins high into the surrounding water, watching them slowly drift downward, shimmering brightly and reflecting brilliantly around him. His cheerful demeanor and playful actions highlight the triumphant moment as Jerry's excitement and delight are vividly conveyed through his joyful smiles and carefree laughter. On the left side of the split screen, the background is different. The underwater in a coral reef, Tom, the blue-gray cat, is frantically swimming away from something, his face filled with panic and fear. The screen fades to black

The screen is diagonally split in two halfs. On the right side of the split screen, inside the underwater treasure room, Jerry, the brown mouse, laughs happily as he swims excitedly above the treasure chest overflowing with glittering golden coins. In a joyous display, Jerry dives into the treasure, completely submerging himself within the gleaming coins, briefly disappearing beneath their shiny surface. Moments later, he playfully pops his head back out, smiling broadly with pure delight, clearly enjoying this magical moment of discovery and indulgence. On the left side of the split screen, the background is different, where, in an underwater in a coral reef, Tom, the blue-gray cat, is frantically swimming away from something, his face filled with panic and fear. The screen fades to black

[Marc Rue @marcrue]

@jonasgeiping 👀👀