Publication archive - Vibeus

https://www.youtube.com/watch?v=iy4Um2VKYxM Новый выпуск с самыми интересными новостями ИИ за 3 дня. Смотрим

Two LiveCodeBench v6 charts for DeepSeek-V4.1-Flash-1017 show how much a benchmark result can move when the number of generations changes. In a comparison posted by u/Positive-Resource922, four Unsloth quantizations and the Q8 baseline all rose between 2.05 and 3.11 percentage points. IQ1_S went from 88.95% to 91.0%, I

Turkish speech recognition on a CPU: the developer of balbal-v2 published benchmark results for two CTC + KenLM models. The 313M-parameter Manas recognizes Turkish and English and is reported to run at about 123× real time on eight threads. The 45M-parameter model handles Turkish only and was reported at about 236× rea

LFM3-1.7B at 256k context fits in about 3.6 GiB of VRAM in u/crusaderky’s quantization report. That includes roughly 1.4 GiB for weights, 1.1 GiB for the context cache and 1.1 GiB for scratch buffers. The report found no discernible degradation on its measurements with Bartowski Q6_K_S weights and a q6_0/q5_0 key/value

Свободный видеоредактор для Windows, macOS и Linux с многодорожечным монтажом, фильтрами и поддержкой 4K.

A Blender street corner in four looks: photoreal, cyberpunk, anime and papercraft. Every texture was generated with local models and projected onto the scene geometry using StableGen, the free, open-source Blender add-on developed by u/sakalond. The car, woman, bench, lamp, hydrant, bin, crates and bush are TRELLIS.2 m

Свободный настольный видеоредактор сообщества KDE с многодорожечным монтажом, цветокоррекцией, обработкой звука и субтитрами.

Reflection’s product team is answering questions about Beam, its first open-weight model with 501 billion parameters, in a live r/LocalLLaMA AMA on November 3. The session runs from 8 to 11 a.m. Pacific time. One practical answer for agent builders came from Sanyam Bhutani. Beam 1.0 hasn’t been trained specifically for

ISTA’s Deep Algorithms and Systems Lab has released GSQ-RCO Coder for DeepSeek-V4.1-Flash-1017: half of the routed experts are removed, and the remaining transformer weights occupy 72.1 GB instead of 138.2 GB in the lab’s unpruned IQ2_XXS build. The original sparse mixture-of-experts model has 763.2B parameters, includ

Faster token generation did not necessarily mean a faster bug fix in u/FeydRowan’s private C++/CUDA experiment. The 3-bit Qwen3.8-27B decoded at 153 tok/s versus 132 for NVFP4, yet needed 18 minutes per task instead of 13. Its score was similar; the extra work appeared in longer reasoning. The setup: nine real regressi

10,000 agents of the next GPT, about four days, fully decentralized: Sam Altman’s description of a mathematical discovery run at ADIPEC on November 2. His claim is that this run proved what he calls “the first Millennium Prize problem.” The agents used a model he says will be released soon. They worked continuously and

12.0% for Claude Opus 5.5, 10.9% for Gemini 4 Carbon and 9.6% for GPT-6 Astra: the top three in the all-domain GDPx snapshot. Muse Wonder Full follows at 9.0%, Claude Fable 5.1 at 8.5% and GPT 6.1 Sol at 8.4%. Both attached charts show a selected 13 of the 20 models, not the whole model list. SemiAnalysis’s new benchma

Leave a detailed room, cut outside, come back in — then move the camera to another corner. H3 Continuity Studio, u/rambrogi's entry in Comfy's Open Source Higgsfield contest, tests whether MiniMax H3 can keep that room recognizable through the sequence. The demo follows the room, an exterior, a return inside, another c

The 7.72TB alleged model: a new weight-reconstruction audit. u/Appropriate-Try-1998: I investigated burner22/numbat, a 7.72TB checkpoint claiming to be an internal Anthropic Mythos-class model. My forensic findings show that the tested weights are deterministically generated, not learned through training. The checkpoin

Sulphur-3 is coming soon! Early testing has begun for donors. We'll have to wait a little longer for the public release. Источник

MOSS-Base, raw and without LoRAs. A 20-image realism gallery and a shared ComfyUI workflow from u/Outrageous_Still9335 push back on the idea that the base model is unusable, broken or blurry. The pitch is blunt: “simple workflow, no bullshit, just the right settings.” The first ten images are attached here, unchanged a

Open-source parametric 3D CAD for real-world objects: constrained sketches, editable model history, technical drawings and open file formats on Windows, macOS and Linux.

Open-source API client with local collections, readable request files, Git collaboration and a CLI for automated API tests.

~100 seconds → ~5 seconds to start a new OpenCode project session on a gaming PC. That is the result of HearMeOut-13’s experimental Strata patch for DeepSeek V4.1 Flash, combining conversation-cache reuse with resident-only routing while reading prompts. It is a startup result on one machine, not a 20× increase in gene

Open-source design and prototyping platform with real-time collaboration, design tokens, CSS Grid/Flex layouts and self-hosting.

Netflix and Crunchyroll on a NordicTrack Commercial 2250, without an iFit login, ads or membership nags — built with Claude Code in about a day and a half. u/Beloved_Misanthrope’s girlfriend bought the treadmill a couple of years ago for its big streaming screen. In their experience, everything beyond basic workout con

Low effort + Ultracode — u/CoderLuii: quick one since a lot of people skip ultracode because of the cost. you can now pair ultracode with any effort level: /effort → pick Low → toggle Ultracode on you still get the full workflow orchestration (multiple agents, verify passes, the whole thing), but the thinking runs at l

“CrowdGPT v2.6 - The collaborative LLM” — u/Vxtzq1: For those who saw the original post, a week ago, I'm glad to announce CrowdGPT v2 (more precisely v2.6), a massive update to the original CrowdGPT project :D (scroll down to see what's new) For the newcomers: CrowdGPT is a project aiming to create a LLM without datace

“Krea 2 Fine-Tuning Goes Horribly Right” — u/MellyDArt: So I set out to improve Krea 2’s photographic realism. Seven training runs later, I had a checkpoint that produced some extremely convincing photos....and seemed to have forgotten it was ever supposed to do anything else. A big part of this experiment came from fi