Stable Diffusion News

'They Met Again' demo shows audio reference in Stable Diffusion

Reddit user GTManiK shared a Stable Diffusion demo titled 'They Met Again', commenting that audio reference works.

Reddit users share techniques for fixing anatomy issues in H3 model outputs

Users report that the H3 model often generates anatomical errors, suggesting the use of reference images to improve output accuracy. This method is presented as a workaround for current limitations in early LoRA fine-tunes.

Stable Diffusion user shares 'Jerry, we must cook!' meme gen

Reddit user Hoppss posted a quick Stable Diffusion generation riffing on the 'Jerry, we must cook!' meme to r/StableDiffusion, collecting 37 upvotes and 8 comments.

Stable Diffusion crossover puts The Office's Dwight in Central Perk

AI-generated crossover images place Dwight from The Office in Central Perk, enthusiastically explaining AI threats to a sarcastic Chandler from Friends, set in the nineties before smartphones existed.

r/StableDiffusion cheers devs for all-nighter release

In r/StableDiffusion, a user praised developers for 'pulling all-nighters' to ship a release, linking to a tweet from RyanLeeMiniMax. The post adds 'It helps everyone! Thank you!'

Comfyanon says H3 will still release

A Reddit post relays that Comfyanon says, as far as they know, H3 will still release — and tells the community not to trust the timer.

Split Splash: Stable Diffusion LoRA for split waterline scenes

Style LoRA focused on split waterline / over-under compositions, crystal-clear water, and pools and lakes. It began as a few-hour personal project to create a single image; the author released it for others to use.

AI model checked against the Will Smith benchmark

An r/StableDiffusion user ran the Will Smith benchmark with an AI model and rated the output "Pretty good."

Forge Neo adds support for regional multi-LoRA generation

The Forge Neo platform now enables users to apply multiple character LoRAs to specific, distinct regions of a single generated image. This feature allows for custom spatial masking, such as top/bottom or left/right placement, for separate LoRA models.

Reddit user shows 13 LoRA style control examples

A Reddit user demonstrates how different LoRA files change the style of the same prompt with 13 examples.

Differential Output Preservation enables multiple character LoRAs

Reddit user MASilverHammer adapted a LoKr config from u/LilBrownBebeShoes, enabling Differential Output Preservation with the class "woman" to successfully train multiple character LoRAs in a single run.

User tests LoKr training on Krea2 model

A user trained a LoKr adapter on the Krea2 model using a 43-image dataset and Qwen3 VL 4B instruct for captioning. The training was conducted over 6 epochs with a 0.0001 learning rate.

User releases Krea 2 skin texture LoRA with dataset and guide

A detail enhancement LoRA for skin texture in Stable Diffusion, published on Civitai and Hugging Face alongside a dataset and training guide.

ComfyUI Prompt Manager node created by user

Node built with Claude lets users craft prompts, randomize settings, and save/share presets. Author created it after being unsatisfied with existing options.

Anima Cosmos-Reference workflow for character restyling

A workflow for the Anima model enables restyling characters with different artistic styles while preserving identity. Uses a reference image and includes all model links on CivitAI.

Analog Horror Krea 2 LoRA

A community member shares a first attempt at a Krea 2 style LoRA for Stable Diffusion. The post on Reddit showcases the LoRA and asks for feedback on sharing training data.

User builds free SDXL/Anima trainer for 12 GB GPUs

A user spent a year developing a free fine-tuning trainer for SDXL and Anima models that runs on a 12 GB GPU. The tool addresses common limitations like forced lower resolution and complex config files required by other trainers.

Qwen Image VAE Sharp improves decode quality for Krea 2 Turbo workflows

A refined VAE variant offers crisper edges and stronger micro-detail without altering colors or composition. Released by community member Merserk13.

LTX 2.3 image storyboard director v1.0 workflow released

Workflow for generating videos from storyboard image panels using LTX 2.3. Includes 3×5 loader, panel selector, and automatic processing; author seeks testers.

NKD VFX Tools integrates traditional VFX techniques into AI pipeline

A set of VFX tools for ComfyUI that allows artists to control AI generation using light, camera, perspective, depth, and 3D placement. The tools are designed to art-direct model outputs with traditional VFX craft rather than compositing nodes.

Krea 2 LoKr training guide for near-perfect likeness

Guide recommends 20-40 high-quality images with full-body shots and settings to avoid overtraining. Achieves near-perfect likeness in 750 steps.

Multi-Person Changer — AI Workflow for ComfyUI

A 4-stage AI pipeline for transforming, swapping, and restyling characters across images and video. The workflow features character stripping, face swapping, and style transfer, all within ComfyUI.

ComfyUI Ultimate Face Fix: model-aware multi-face repair node

Custom ComfyUI node suite repairs one or many faces using the connected checkpoint, VAE, and prompts instead of a fixed face-restoration model. Regenerates each detected face in the same visual style as the original image.

Krea2 sampler recommendations for quality

Guide to optimizing Krea2 output with specific sampler and scheduler choices. Krea2 uses PDE-based signal processing to prioritize visual feel, texture, and mood over strict prompt adherence.

Krea2 user shares workflow mixing Raw and Turbo steps

A Reddit user reports that using 4 Raw steps followed by 4 Turbo steps in Krea2 gives better colors than using the Turbo LoRA alone. The post includes example images.

Developer releases upgraded Krea2 prompt node

The updated node addresses flaws identified in the previous version of the Krea2 prompt integration for Stable Diffusion workflows.

Simple fix for Krea 2 Turbo expression issues

Vanilla Krea 2 Turbo's censoring hinders facial expressions, but a Reddit user finds simple facial positioning fixes suffice. Detailed face descriptions are rarely needed.

Why 'preserve face' prompts fail in Klein and Qwen edit models

A Reddit post explains that 'preserve the face' prompts do not work in image edit models like Klein and Qwen. Instead, the post proposes a mental model and three techniques that actually preserve identity during edits.

177 facial expression prompts for Krea2 image generation

A Reddit user shared 177 facial expression prompts for Krea2 models. The prompts are designed for consistent character expression with the same seed, using Krea2_turbo_lora and TextFusion Refusal Reduction loras.

Community shows improved text-rendering VAE for SD1.5

A Reddit user trained a VAE for Stable Diffusion 1.5 that renders text better than the original. The model is available on HuggingFace.

Kandinsky5 Lite I2V low VRAM workflow for 4GB GPUs

A modified workflow for Kandinsky5 Lite I2V optimized for 4GB GPUs generates 5s videos at 675×900 with 8-12 steps. Adapted from the official workflow for lightweight hardware like RTX 3050 Ti mobile.

MemoryWorks VHS v1.1 brings authentic VHS nostalgia to image generation

MemoryWorks VHS v1.1 is now available on Civitai, offering improved VHS-style aesthetics for image generation. The update represents a significant step forward from the original experimental release.

Waypoint 1.5 world model enables local real-time video generation

A Reddit user deployed the Waypoint 1.5 world model locally, generating real-time video through a custom UI that feels like a video game. Code is available on GitHub via the worldmodel.c repository.

Krea 2 Raw int8 released for 12GB VRAM

A community user shares a quantized int8 version of Krea 2 Raw optimized for 12GB VRAM GPUs. Recommended settings include LoRA Turbo at 0.60 strength, 12 steps, and CFG 1.5 at resolutions up to 1024x1536.

Emad Mostaque: Open weight release of Stable Diffusion was accelerationist

Reddit user seeks help for consistent SDXL images in ComfyUI

User alphama00 asks for tips on generating consistent good images with SDXL Basic and Juggernaut XL models, reporting distorted results. Community discussion provides advice on settings and workflows.

Style Selector node for ComfyUI released

A new Prompt/Style Selector node for ComfyUI, including krea2 presets, is now available on GitHub. The node enables batch prompt processing with style presets, created by community developer berlinbaer.

Node packages all 285 Krea2 styles for easy use

Reddit user Suspicious_Aide2697 turned the 285 Krea2 style wildcards into a ready-to-use node, crediting the original r/StableDiffusion wildcard collection as the source. The author noted the styles originally shipped as wildcard text files.

Guide shares workflow for cinematic AI videos

A Reddit user shares a PDF guide on making AI videos feel cinematic, emphasizing a filmmaking approach over prompt engineering. The workflow covers techniques to add emotional depth and visual quality.

AI artist creates 80s-style Star Wars candid photos

User AxonkaiLab shares AI-generated 80s-style Star Wars candid street photography on Reddit. Part 2 features more anachronistic scenarios with a vintage 35mm monochrome look. The post includes a humorous reference to Kylo Ren as an 'emo kid'.

User releases style LoRA for Stable Diffusion via Krea2

LoRA trained with 2220 steps on 37 images using the base/Raw version of the model. Image resolution set to 512x768.

Krea2 - Style transfer - experimental

User shares a style LORA trained to blend images while preserving composition. Download from Huggingface with workflow included.

Reddit discusses whether Klein Edit remains top image editor

A Reddit user asks if Klein Edit is still the best tool for image editing, noting issues with color preservation and character replacement quality. The community discussion highlights ongoing challenges despite the tool's initial promise.

Krea 2 identity reference and positional outpainting LoRAs released

Two rank-32 functional LoRAs for Krea 2 were released with Diffusers pipelines. They teach image-conditioning behaviors (identity reference and positional outpainting) and include runnable examples.

Supermarionation LORA trained on KREA2 Raw

Trained on 40 low-res stills from 60s-70s shows like Thunderbirds. Uses Ai-Toolkit to generate images in the Supermarionation style.

User shares art style LoRA for Krea2

A Reddit user trained and shared an art style LoRA for Krea2 on Civitai, inspired by an Instagram reel. The model has been well-received, with the user noting heavy usage since Flux1.Dev.

LoRA recreates 1920s illustrator Ida Rentoul Outhwaite's style

LoRA trained on the artist's style produces black ink, watercolor, and smooth illustrations. Full dataset included on CivitAi page.

10,000+ image prompt search for Midjourney, DALL-E 3, Stable Diffusion

BRKN-PROMPTER-RANDOMIZER beta tool for Stable Diffusion releasing Friday

The BRKN-PROMPTER-RANDOMIZER is a beta tool that randomizes prompts for Stable Diffusion. It will be released open-source this Friday, as announced by a developer on Reddit.

Krea2 stubbornness often caused by active LoRAs, user reports

A Reddit user reports that many issues with Krea2 can be fixed by disabling active LoRAs. The user found that even popular LoRAs can be the culprit, and contradictory prompts are also a common problem.

Krea2PromptWeight node added to KJ nodes pack in ComfyUI

New Krea2PromptWeight node in KJ nodes pack replaces text prompt encoder and carries through prompt weights. Findings show CFG >1 behavior changes, improving control over generation.

Community fork adds SAM 3D body scanning to AI Toolkit for LoRA training

A Reddit user forked AI Toolkit and integrated SAM 3D body scanning to improve body shape learning during LoRA/Lokr training. Training a Lokr with body data takes roughly 60 minutes on an RTX 5090.

Study analyzes 6 million Pixiv images to reveal AI art model usage patterns

Researchers analyzed 6M AI-tagged Pixiv images, covering 22,400 base models and 154,000 LoRAs, to study real-world usage patterns. The paper provides insights into how the community selects and combines models for image generation.

Soviet-themed AI images with Krea 2 Turbo

User shares Soviet-themed images generated with Krea 2 Turbo FP8 on an RTX 3070 Ti (8GB VRAM). The images use Realism Engine v2 Lora and require 64GB RAM.

Krea 2 Turbo speed benchmark: 8 model formats on RTX PRO 6000

Fastest at 1024x1024 is int8_convrot at 2.424 s median, while int4_convrot is best for speed/VRAM at 20.6 GiB. At 2048x2048, int4_convrot leads at 12.678 s median, 1.25x faster than BF16.

Anima Edit LoRA extends image backgrounds

A new LoRA for Stable Diffusion trained specifically for extending image backgrounds while preserving original composition. Designed for background modification rather than character alteration.

User achieves character consistency in text-to-image with Krea2

A Reddit user shares results showing improved character consistency in text-to-image generation using Krea2's model variant. The post attributes the consistency to reduced variety in the model's training.

Stable Diffusion users seek alternatives to Civitai for celebrity LoRAs

Civitai now requires VPN access and has strict rules on celebrity likenesses, prompting users to ask where to share character and celebrity LoRAs. The community discusses alternative platforms and the impact of tightening content policies.

Community feedback drives retraining of Krea 2 analog LoRA

One week after releasing his first Krea 2 analog LoRA, the user retrained it based on community feedback. The updated LoRA addresses issues pointed out by the StableDiffusion subreddit.

krea2-identity-edit model adds outpainting capability

The krea2-identity-edit model, available on HuggingFace, now supports outpainting in addition to its identity-consistent editing. A ComfyUI workflow is provided to use the model. Users can extend images while preserving the subject's identity.