Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109795590https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUISDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineageWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, & Upscalershttps://huggingface.co/modelshttps://huggingbay.xyzhttps://civitai.comhttps://civitaiarchive.comhttps://openmodeldb.info>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/tdrussell/diffusion-pipehttps://github.com/kohya-ss/sd-scriptshttps://github.com/kohya-ss/musubi-tuner>Minimax H3https://huggingface.co/Comfy-Org/MiniMax-H3>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>MiscShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkCollage: https://rentry.org/neo_collage>Neighbors>>>/aco/csdg>>>/b/degen>>>/gif/vdg>>>/d/ddg>>>/e/edg>>>/h/hdg>>>/trash/slop>>>/vt/vtai>>>/u/udg>Local Text>>>/g/lmg>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
gm saars
Blessed thread of frenship
When I generate 0.5 I2V and switch to 1M resolutionthe scene gets noticeably darker, as if the contrast/saturation changes and does not match the original picture's colorIs this how H3 works or the turbo lora cause that?>
Ignoring the faggots that are playing both sides to drive posters away. How are we finding YuE2?I think it's the best music model we ever had and surprisingly light.
>>109802974It's very good, awkward for instrumentals though, wish it had built in support
>>109802985Could you trick it with perhaps vocals like humming?
>inb4 nigbo
>>109802974It's probably the best model we have right now that doesn't need to be autistically tamed with lora's
why does this tranny post the same gens over and over? is he too poor to buy more tokens for a new one?
do you think he will figure out how github actions work?
>>109802989You can trick it by just using the section headers with no lyrics with planning off and it pretty reliable doesn't generate vocals/gibberish that way but the song structures are still very often tailored like typical singing songs, just without lyrics. Sometimes it generates vocal harmonizing though.
>>109802974trying to get it to run on 4gb. think im stuck with using cpu
>mfw Resource news09/12/2026>Krea 2 Turbo — 2-Step Distillation LoRA https://huggingface.co/lvladikov/Krea2-Turbo-Distill-2step-LoRA>h3 studio: Local web control surface for h3.c — native MiniMax-H3 video/audio inference on Apple Siliconhttps://github.com/janishar/h3c-studio09/11/2026>ComfyUI-VDN-H3-24GBhttps://github.com/Speach1sdef178/ComfyUI-VDN-H3-24GB>LTX-2.5 22B IC-LoRA Reference Sheet Control https://huggingface.co/Lightricks/LTX-2.5-22b-IC-LoRA-Ingredients#ltx-25-22b-ic-lora-reference-sheet-control>FastH3-Live v1.2.0 updatehttps://huggingface.co/datasets/jacokon/fasth3-live>MiniMax-H3-Image-Training-Adapter https://huggingface.co/circlestone-labs/MiniMax-H3-Image-Training-Adapter>TaoMate-H3: Low-latency streaming audio-video generation runtime built on MiniMax H3https://github.com/TaoLiveAIGC/TaoMate-H3>FrameForge Motion Context Video Editor for ComfyUIRhttps://github.com/spacesimeco-hue/Chain-Motion-AI-Video-Editor>From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Modelshttps://huggingface.co/datasets/KlingTeam/VWG-Bench>Uncertainty DMD: Restoring Diversity in Few-Step Autoregressive Video Distillationhttps://scdzx.github.io/Uncertainty-DMD>A Multi-View and Confusion-Guided Ensemble Framework for Robust Synthetic Image Attributionhttps://github.com/ZOMIN28/SIA>FreeFlow: A Bias-free Hierarchical Transformer for Optical Flow Estimationhttps://github.com/msu-video-group/freeflow>World in World: Explore the World with World Modelshttps://chenxi-song.github.io/worldinworld>OmniKVQuant: KV Cache Quantization for Omni-LLMshttps://github.com/kaistmm/OmniKVQuant>BSAI-MiniMAX-H3-Prompthttps://github.com/xm6018924/BSAI-MiniMAX-H3-Prompt>ComfyUI Native Yue2https://huggingface.co/Comfy-Org/Yue209/10/2026>Interpreting Object-Dependent Concept Brittleness in Text-to-Image Diffusion Modelshttps://github.com/Metecade/Object-Dependent-Concept-Brittleness
>mfw Research news09/12/2026>HALDETECT at ImageEval 2026 Shared Tasks: Answer-First Contrastive Grounding with QLoRAhttps://arxiv.org/abs/2609.11236>PhysWeep: Does a Video Generator Realize the Physics You Ask For?https://arxiv.org/abs/2609.06207>Counterfactual Tests for Measuring Chain-of-Thought Faithfulness in Visual Language Modelshttps://arxiv.org/abs/2609.06704>BEFORE THE FLIP: Measuring Hidden Score Shifts In Quantized Vision Language Models Before The Answer Changes for Visual Question Answeringhttps://arxiv.org/abs/2609.06922>RGB Input Pipelines: Throughput, GPU Memory, and Transformation Coveragehttps://arxiv.org/abs/2609.06635>An emancipatory vision for designing (generative) AI for learner flourishinghttps://arxiv.org/abs/2609.07715>Beyond Benchmarks: Using VLMs to Reveal Systematic Classification Failures Under Real World Conditionshttps://arxiv.org/abs/2609.11126>Reason Through the Latent! Making Latent Visual Reasoning Necessaryhttps://arxiv.org/abs/2609.06746>CONDUIT: A Unified Residual-Stream Restoration Framework for KV Cache Reuse in Vision-Language Modelshttps://arxiv.org/abs/2609.05821>MM-SVGEdit: A Multimodal-Driven SVG Editing for UI Designhttps://arxiv.org/abs/2609.06116>Meta-Learning for Classifier Selection in Image Datasets: A Feature-Driven Framework for Accuracy Predictionhttps://arxiv.org/abs/2609.11041>Your Model Already Knows Don't Teach It, Learn to Ask It: Soft Prompting for Few-Shot Adaptation of Vision-Language Modelshttps://arxiv.org/abs/2609.11310>Improving Spatial-Temporal Reasoning in Video-Language Models with Structured Video Promptinghttps://arxiv.org/abs/2608.28666>Learning to Predict Middle-Layer Attention in MLLMs for Visual Token Pruninghttps://arxiv.org/abs/2608.06411
>>109803086fuck off unemployed loser
>>109803106is that supposed to be hillary?
>>109803116yeah
Hilldawg
>>109802970Turbo lora makes everything darker.
Is it not bad enough to have as many schizos as we do? Do we really need a /pol/tard schizo too?
>>109803151maybe you're the real schizo
>>109803151Look here, Jack, they may be US politicians, but I think they're all pedos regardless
>>109802948I HATE CARROT CRUNCHING SOUNDS I HATE CARROT CRUNCHING SOUNDS I HATE CARROT CRUNCHING SOUNDS I HATE CARROT CRUNCHING SOUNDS I HATE CARROT CRUNCHING SOUNDS I HATE CARROT CRUNCHING SOUNDS I HATE CARROT CRUNCHING SOUNDS I HATE CARROT CRUNCHING SOUNDS
>>109803178>complains about pedophiles>trump is mysteriously absent from all your shit gens
>>109803185You're replying to the jeet.
>>109803185say no more
>>109803198Not a jeet, but good try fren :3
>>109803230>>109803223>>109803210>>109803178>>109803147>>109803135>>109803129What's the endgame schizo?
>>109803151I'm sure some are playing multiple characters but what do you expect when you have multiple parties with vendettas against a thread?It's actually a serious issue that has increased dramatically on this board over the last year or so.
>>109803240There is none, except high-quality meme-posts, fren
>>109803240To drive posters out?
>>109803151blame the pajeet that kept crying about the so-called r*ssoids
>>109803139But at low resolutions it doesn't behave the same way.
>>109803242i always found it interesting how there are multiple parties but they all take shifts and never spam at the same time
>>109803284almost as if... wait a minute... people have other things to do
>>109803016Why is evil Pepe wearing a yarmulke?
>>109803300He's evil
Man hopefully this /pol/ jeet dies soon. This creature is worse than ani.
>>109803316go back /pol/ tranny
lol people get so mad when you include their antiheroes
>>109803240I'm pretty sure its to drive out and demoralize genuine people interesting local ai usage. I never see this level of schizo posting on twitter/X, discord or subreddits pertaining to ai.
child rape gens: i sleepChild rapists gens: JANNYY YPLEZ HALP!!@$#! OMFG
MiniConstruct's storytelling power gets stronger by the day (or perhaps I should say: by the proompt).Going to start benchmarking all this imminently, once again with Gemma4 31B and Qwen3.8 27B. Maybe I should get around to trying a different Muse Glimmer model at some point.
>>109803346pretty sure they're actually politics-brained, I just enjoy making retarded gens with popular politicians, I'm not even american
>>109803284This is a direct result of things outside our control. It's become a common cancer on /g/, we have to just try our best to ignore them and only protect small parts of our space. Because it's a dead time for this thread we need to ignore them. We have a new music model so we can enjoy that.
>>109803349link?
>>109803240uh oh, triggered
>>109803352Let's pretend for a second you're not a deranged schizo with no life. You realize this isn't a "hey look at the gen I just made" thread
>>109803361
>>109803345This has been going on for years just ignore it
>>109803365I mean it's here: https://github.com/InsertSpice/MiniConstructBut I haven't pushed the new changes.0.4.0 has the story planner but it's a simpler implementation.
>>109803368>>109803368
>>109803375>2 starsKEEEEEEEEEEEEEEEEEEEEEEEK
>>109803240>>109803250>>109803345
all i see in this thread is a whole lot of REEEEEEEEEEEEEEEEEEEEEEEE
>>109803368>hey look at the gen I just made
>>109803386they're gonna FREAK
>>109803384ani i know github stars are your entire life, but i don't care about them. this is just a personal project and i thought i'd share with /ldg/
>>109803390Beautiful gen, anon
>2 stars
contribute to the thread, ty!
>>109803310>>109803341this feels like a golden age of ldg gens
>>109803349>MiniConstruct's storytelling power gets stronger by the dayI'm a MiniConstruct believer, but you should post vid gens so we can see its prowess
>>109803414
>>109803425I feel like this is supposed to be kash patel because of the eyes and the setting, but it otherwise looks like adam sandler
>>109803432prompt was adam sandler, I'm impressed you got it right!
I think 4chin has fried anon's brain.We are the people he ever talked with
>>109803414i think we're eatin pretty good at this point yeah
This board just isn't moderated.At this point good posters should just move to the /trash/ thread, it has far less schizos while still being active.
https://files.catbox.moe/8lxnrh.mp4
>>109803471could we get a biden/trump/clinton at a body builder competition? that would be kinohardmode: kissinger is the judge
An interlude between worthless spamhttps://vocaroo.com/1iKXVBoviHpu
https://files.catbox.moe/v4qob1.mp4
>>109803484is this using vue2?
>>109803478>>109803385Read the OP and consider this>Why are they upset>why would a group of anons up to 4+ are doing this>If they are seething enough to do this they are losing You also need to consider /sdg/ is a full general of mentally unwell anons that hate that we split.
how dedicated are you to perfecting a single prompt?
>>109803371so hot. yeah ride that dog, Hilldawg.
>>109803249that one made me laugh
damn what the fuck happened to /ldg/what is all this bullshit
>>109803494ye
>>109803510sir, you have autism.
>>109803483
