>mfw Resource news

11/13/2025

>Kandinsky-5.0-I2V-Pro-sft-5s-Diffusers
https://huggingface.co/kandinskylab/Kandinsky-5.0-I2V-Pro-sft-5s-Diffusers/tree/main

>Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs
https://github.com/CikZ2023/OWL

>Diversifying Counterattacks: Orthogonal Exploration for Robust CLIP Inference
https://github.com/bookman233/DOC

11/12/2025

>Multi-modal Deepfake Detection and Localization with FPN-Transformer
https://github.com/Zig-HS/MM-DDL

>3D4D: An Interactive, Editable, 4D World Model via 3D Video Generation
https://yunhonghe1021.github.io/NOVA

>xdit-comfyui-private: Parallel Multi GPU worker
https://github.com/xdit-project/xdit-comfyui-private

>Moondream 3 HF
https://huggingface.co/NyxKrage/moondream3-hf

11/11/2025

>StreamDiffusionV2: A Streaming System for Dynamic and Interactive Video Generation
http://streamdiffusionv2.github.io

>Turbo-DDCM: Fast and Flexible Zero-Shot Diffusion-Based Image Compression
https://amitvaisman.github.io/turbo_ddcm

>Hilbert-Guided Block-Sparse Local Attention
https://github.com/Yunge6666/Hilbert-Local-Attention

>SUP Toolbox App: Gradio web interface for SUP-Toolbox image restoration and upscaling
https://github.com/DEVAIEXP/sup-toolbox-app

>Gausian Native Editor: Fast, native video editor and preview tool built in Rust
https://github.com/gausian-AI/Gausian_native_editor

>Minimalistic Comfy Wrapper WebUI
https://github.com/light-and-ray/Minimalistic-Comfy-Wrapper-WebUI

11/10/2025

>DeepEyesV2: Toward Agentic Multimodal Model
https://visual-agent.github.io

>Role-SynthCLIP: A Role Play Driven Diverse Synthetic Data Approach
https://github.com/huangfu170/Role-SynthCLIP

>Ovi 1.1 Update: Temporal-consistent 10-second video generation
https://github.com/character-ai/Ovi#-ovi-11-update-10-november-2025

>OpenAI Blowing As Much As $15 Million/Day On Sora Videos
https://www.forbes.com/sites/phoebeliu/2025/11/09/openai-spending-ai-generated-sora-videos

>mfw Research news

11/13/2025

>Revisiting Cross-Architecture Distillation: Adaptive Dual-Teacher Transfer for Lightweight Video Models
https://arxiv.org/abs/2511.09469

>DBINDS -- Can Initial Noise from Diffusion Model Inversion Help Reveal AI-Generated Videos?
https://arxiv.org/abs/2511.09184

>FSampler: Training Free Acceleration of Diffusion Sampling via Epsilon Extrapolation
https://arxiv.org/abs/2511.09180

>Ultra-Light Test-Time Adaptation for Vision--Language Models
https://arxiv.org/abs/2511.09101

>Composition-Incremental Learning for Compositional Generalization
https://arxiv.org/abs/2511.09082

>Negative Entity Suppression for Zero-Shot Captioning with Synthetic Images
https://arxiv.org/abs/2511.08909

>DT-NVS: Diffusion Transformers for Novel View Synthesis
https://arxiv.org/abs/2511.08823

>BayesQ: Uncertainty-Guided Bayesian Quantization
https://arxiv.org/abs/2511.08821

>Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification
https://arxiv.org/abs/2511.08711

>FGM-HD: Boosting Generation Diversity of Fractal Generative Models through Hausdorff Dimension Induction
https://arxiv.org/abs/2511.08945

>From Structure to Detail: Hierarchical Distillation for Efficient Diffusion Model
https://arxiv.org/abs/2511.08930

>Rethinking generative image pretraining: How far are we from scaling up next-pixel prediction?
https://arxiv.org/abs/2511.08704

>SPEED-Q: Staged Processing with Enhanced Distillation towards Efficient Low-bit On-device VLM Quantization
https://arxiv.org/abs/2511.08914

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lake

>>107201110
>>107201181
reposting question

Also is it me or has Comfy generally regressed? It's unstable as fuck now.

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>>107201680

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>>107201680
can't argue with that

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>>107201721
in her final turn around she has an ass on the front and back. i think i'm in love

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https://sora.chatgpt.com/d/gen_01ka029cksea9s1gvg7zfrbqjk

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>>107201837
Invalid URL (GET /backend/project_y/profile/drafts/v2/gen_01ka029cksea9s1gvg7zfrbqjk)

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>>107201861
weird. uh wait try it now. apparently, you need to publish things? idk sora is retarded, probably one of the worst UIs ive ever used in my life, and i use ffmpeg on a regular basis.

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https://sora.chatgpt.com/p/s_6916ca4b506c8191981eba893d89c043
have to come up with some better ideas... i'm also forced to contend with "what does bunchan sound like" which, frankly, i've never thought about for even a moment

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>>107201904
invalid GET
I even tried pressing the esc key twice (like the movie hackers do). no luck

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>>107201929
that one worked
fuckin' tin-fingers

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>>107201930
oh man after all this ur gonna be so dissapointed lmao. lemme try catbox
https://files.catbox.moe/fjivzo.mp4
https://files.catbox.moe/32o2kl.mp4

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>>107201949
I can never be disappointed in bunchan

Something about these generals feels very Israeli
Can't put my finger on it, but you can just feel it in your gut sometimes

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>>107202105
why hasnt bibi bought me a 5090 then?

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>>107202105
shalom! be afraid, the mossad is hiding in your JPEGs

>>107201681
On closer analysis it seems like rocm/pytorch defaults to using 7.1 and I think my 6700XT really doesn't like any rocm version above 6.4.

>gm nigbos

Hey Lumi.

What model do you use to generate this schizoart?

i miss schizo anon

hes here. hes lumi