“Built this custom node for batching prompts, saves a ton of time since models stay loaded between generations. About 50% faster than queuing individually.”

“This article is perfect for those familiar with Python and image generation AI, including users of Stable Diffusion, FLUX, ComfyUI, and Diffusers.”

“The article's focus is on helping users overcome a common hurdle.”

“For people creating AI companion characters, which visual factors matter most for believability? Consistency across generations, subtle expressions, or prompt structure?”

“Let me know if it helps, would love to see the kind of images you can make with it.”

“Can we hope for any comeback from Stable diffusion?”

“I was able play with Flux Klein before release and it's a blast.”

“Keep creating and sharing, let Wan team see it.”

“”

“The findings indicate that while current generative models can simulate surface-level document aesthetics, they fail to reproduce structural and forensic authenticity.”

“So by merging LoRA to full model, it's possible to quantize the merged model and have a Q8_0 GGUF FLUX.2 [dev] Turbo that uses less memory and keeps its high precision.”

“The models are fully compatible with the LightX2V lightweight video/image generation inference framework.”

“I am working on building my first workflow following gemini prompts but i only end up with very blurry results. Can anyone help with the settings or anything i did wrong?”

“Looking for a simple, straight-ahead workflow for SVI and 2.2 that will work on Blackwell.”

“This LoRA is designed to convert illustrations, anime, cartoons, paintings, and other non-photorealistic images into convincing photographs while preserving the original composition and content.”

“submitted by /u/simpleuserhere”

“画像生成モデルもだいぶ進化を成し遂げており, それに伴って概念消去（unlearningに仮に分類しておきます）の研究も段々広く行われるようになってきました.”

“CVC rethinks the role of velocity in inter-distribution transformation by introducing a dual-perspective velocity conversion mechanism.”

“初期のStable Diffusion（v1.5/2.1）を触ったエンジニアなら、文字を入れる指示を出した際の惨状を覚えているでしょう。”

“CEM significantly improves generation fidelity of existing acceleration models, and outperforms the original generation performance on FLUX.1-dev, PixArt-$α$, StableDiffusion1.5 and Hunyuan.”

“I found out, that in the extension folder, there was something I didn't install. Idk from where it came, but something called "ChingChongBot_v19" was there and caused the problem with the miners.”

“SID analyzes inputs using a structured analysis stage that separates content (wireframe / skeleton) from style (visual physics) in JSON form.”

“Is there a workflow you can recommend that does high quality image to video that preserves detail?”

“I mostly interested in a image, will appreciate anyone who willing to share their prompts.”

“"with 2511, after hours of playing, it will not only transfer the clothes (very well) but also the skin tone of the source model!"”

“I've tried waifu2xgui, ultimate sd script. upscayl and some other upscale models but they don't seem to work well or add much quality. The bad details just become more apparent.”

“Unfortunately for images of people it does lose facial likeness over time.”

“It was on the last step of the first epoch, generating the safetensor file, when the workout ended due to a CUDA failure.”

“testing the SCAIL model from WAN for pose control, WF available by Kijai on his GitHub repo.”

“GPS replaces unstable extrapolation with a principled, manifold-constrained interpolation, ensuring the sampling path remains on the data manifold.”

“Your feedback would be much appreciated to get more photo réalisme.”

“The code is a messy but works for my needs.”

“自分は2023年の前半くらいからStable Diffusion WebUI（A1111）を触りはじめた”

“I’m genuinely surprised by how strong the results are — especially compared to sessions where I’d fight Flux for an hour or more to land something similar.”

“A 2D flat character illustration, hard angle with dust and closeup epic fight scene. Showing A thin Blindfighter in battle against several blurred giant mantis. The blindfighter is wearing heavy plate armor and carrying a kite shield with single disturbing eye painted on the surface. Sheathed short sword, full plate mail, Blind helmet, kite shield. Retro VHS aesthetic, soft analog blur, muted colors, chromatic bleeding, scanlines, tape noise artifacts.”

“Boring day... so I had to do something :)”

“It includes a simple version where I did not include any textual segmentation... and one with SAM3 / SAM2 nodes.”

“Any good tutorial how to train my face in Z-Image?”

“Is there a way to use such precise segmentation maps (together with some text/json file describing what each color represents) to communicate complex scene layouts in a structured way?”

“DeFloMat achieves state-of-the-art accuracy ($43.32\% ext{ } AP_{10:50}$) in only $3$ inference steps, which represents a $1.4 imes$ performance improvement over DiffusionDet's maximum converged performance ($31.03\% ext{ } AP_{10:50}$ at $4$ steps).”

“SpotEdit achieves efficient and precise image editing by reducing unnecessary computation and maintaining high fidelity in unmodified areas.”

“The algorithms do not require any access to gradients of the reward or backpropagating through trajectories of the flow or diffusion.”

“Our primary objective is to mitigate bifurcation-related issues by preprocessing the training data to enhance reconstruction quality, particularly for small-scale network architectures.”

“The paper focuses on Stable and Efficient Block-wise Diffusion.”

“This article explains the simple flow of image generation work and the installation procedure of Stable Diffusion WebUI in a Windows environment.”

“JiT (Just image Transformer) does not use VAE and performs flow-matching in pixel space. The model performs better by predicting the real image x (x-pred) rather than the velocity v.”

“Complete ComfyUI installation guide for Windows.”

“"I was spending time only on changing models, changing LoRAs, and tweaking prompts."”

“"This time, I will try running image generation AI!"”

“The article likely discusses the technical details of the plug-in hierarchical degradation representation and its effectiveness in achieving zero-shot adaptation for real-world super-resolution.”