Dark Beast | 黑兽

https://civitai.red/models/2242173/dark-beast-or?modelVersionId=2712294

Dark Beast ZiT⚡黑兽 9-Remixed做好工具人 服务艺术家2026.5.1 TG 新规请移步XChat： https://x.com/i/chat/group_join/g2048238451565453522/EZoBYHLubgDark Beast 9 ZIT🟥DBZ in Moody Remixed for RClaw🦞 03/21/2026Fast & Reliable EditionThis version is specially tuned for my🦞ClawBOT to deliver ultra-quick responses with significantly lower error rates. We fused the explosive energy and raw power of DBZ style into a battle-tested, community-matured open collaboration backbone, Moody Porn Mix 8 as the core base model. faster inference, sharper coherence, fewer hallucinations, and that signature intense, unapologetic vibe—perfect for users who want speed without sacrificing quality or personality. ClawBOT just got a Super Saiyan upgrade.Recommended Settings: CFG Scale 1 Steps 8 Sampler & Scheduler Euler + SimpleTHXMoody Porn MixPoses, faces, details — everything you can think of has improved significantly. I honestly don’t know why I keep doing this to myself 😂 I keep saying, “This will be the final version,” but this model just can’t stop getting better 😏 @catlover1937https://civitai.com/models/620406Dark Beast SDA 8 ZIT🟥Restoring Generative Diversity NSFW 03/15/2026通过引用 @FOK 提出的新型 语义方向对齐（Semantic Directional Alignment, SDA）损失，本模型 merge 了 饼儿佬 训练的 LoKr 适配器，在完美保持 8 步基线模型极致锐度和快速推理速度的同时，恢复了 原始教师模型 70.2% 的组合多样性（LPIPS）Designed to rescue the "Diversity Collapse" problem in few-step distilled Flow Matching / Diffusion models. By applying @FOK novel Semantic Directional Alignment (SDA) Loss, this Model adapter recovers 70.2% of the original teacher model's compositional diversity (LPIPS)https://huggingface.co/F16/z-image-turbo-sdahttps://modelscope.cn/models/FFFFFFoo/z-image-turbo-sdaDBZ 8 SDA Exported LoRa 版本模型 Rank256 FP16：https://civitai.com/models/964312?modelVersionId=2775165DBZ 8 SDA workflow 配套工作流链接：https://civitai.com/models/579280?modelVersionId=2742099✨经网友测试，V8 SDA 与 ZIT LoRA 存在兼容性问题（解锁自由度后无法对齐），正在与SDA作者沟通解决方案。✨After testing by netizens, there is a compatibility issue between V8 SDA and ZIT LoRA (unable to align after unlocking degrees of freedom), and we are currently communicating with the SDA author for a solution.Additional voice:When distilling a 50-step diffusion model (teacher) into an 8-step model (student), the student tends to take shortcuts across the manifold and collapse toward the “mean” of the distribution. As a result, even when changing the random noise seed, the generated images are almost identical (with consistent character poses and layouts). Instead of directly matching the raw velocities, we fine-tune this model using a custom four-pillar architecture grounded in physical principles.当将一个 50 步扩散模型（教师）蒸馏为 8 步模型（学生）时，学生模型往往会走捷径穿越流形，收敛到分布的“均值”。结果是，即使更改随机噪声种子，生成的图像也几乎完全相同（人物姿势、布局一致）。SDA方案没有直接匹配原始速度，而是使用一种基于物理原理的四支柱自定义架构对该模型进行微调（通过向量导航，老司机 FOK 的这套方法就像给流扩散模型装了“方向导航+安全带+聪明开关+最后刹车”，让它既敢大胆改构图，又不牺牲照片级清晰度。）Through vector navigation, this approach is like equipping the flow diffusion model with "directional GPS + safety belt + smart switch + final brake," allowing it to boldly reshape compositions while preserving photo-level sharpness.古有 Lvmin Zhang 控制网络锁姿势，今有 FOK佬 四条支柱破蒸馏！开源之基！🙏 LORD of OPEN DIFFUSIONRecommended Settings:CFG Scale: 1Steps: 8Sampler & Scheduler: Euler + SimpleKey Features & Optimizations:Restoring Diversity in 8-StepsNSFW Unlock with 10% DPO color style and sharpness.新手司机慎用，该模型极易造成肾衰竭[ 黑兽HF ](https://huggingface.co/GuangyuanSD/REDCraft-DarkBeast-Z-Image-TURBO)For more technical details and implementation of Diffusers, please visit:@misc{sda_diversity_loss_2026,title={Teacher-Guided Semantic Directional Alignment (SDA) for Restoring Diversity in Few-Step Distilled Models},author={Fok},year={2026},url={https://huggingface.co/F16/z-image-turbo-sda}}Dark Beast KLEIN 9b 🟦 V2.0 BFS 03/03/2026由于系统故障例图工作流无法正确提取, DBK BFS workflow 独立链接：https://civitai.com/models/579280?modelVersionId=2740453Dark Beast KLEIN 9b BFS 🟦 V2.0 LoRA Editionhttps://civitai.com/models/964312/redcraft-dark-beast-zandklein-exported-lora-editionThis is the next-level face-swap specialized evolution of the Dark Beast lineage, built on the lightning-fast FLUX.2 Klein 9B accelerated model from Black Forest Labs.Engineered with targeted optimizations for face swapping practices, it integrates BFS (Best Face Swap) technology to completely eliminate the rigid, unnatural look that plagued earlier face replacements — delivering seamless, lifelike integrations with preserved identity, expression, and lighting.It also fully fixes the portrait reference issue from the previous DB BlitZ versions, ensuring right reference adherence every time.Special thanks to the scheme provider: https://github.com/alisson-anjos for the powerful BFS foundation that powers this breakthrough.🟦The author's In-site link: https://civitai.com/user/NRDXImportant notes:This version is exclusively designed around the Klein 9B accelerated edition — no base model exists.Usage is identical to Black Forest Labs' official FLUX.2 Klein 9B accelerated release: ultra-low steps (e.g., 4-5), CFG=1 fixed, blazing inference speed on consumer hardware.In one sentence: Dark Beast's ferocious soul meets BFS (Best Face Swap) technology — more natural, and truly unstoppable! 🟦for more infomation about BFS (Best Face Swap) :https://huggingface.co/AlissonerdxAlternatively, it can be directly applied to the entire Klein 9b/Qwen Edit base and Fine-tune models, through LoRA Adapter parameter injection.面部交换测试的源-人像来自Civitai用户图像和Moody Mix肖像风格。Source faces for the face-swapping test originated from Civitai user images and Moody Mix portraits styles.Congratulations! DreamBooth training support for the Z-Image model is now officially available in HuggingFace Diffusers. Big thanks to that stunning dev from Tel Aviv! 🔥[linoytss HF repo.]（https://huggingface.co/linoyts/beyond-reality-z-image-diffusers）learn more about Diffusers Training：DreamBooth training example for Z-ImageDark Beast BlitZ 6 ZIT🟥 NSFW models Zoo：Pruned Model fp32 (22.93 GB) <- ComfyUI F32 精度模型权重Pruned Model BF16 (11.46 GB) <- ComfyUI BF16 精度模型权重Pruned Model fp8 (6.75 GB) <- ComfyUI Scaled FP8 Mixed 混合精度Pruned Model nf4 (6.73 GB) <- NVFP4 Mixed 混合精度（BLACKWELL 50系加速）Training Data (3.75 KB) <- ComfyUI Simple Hybrid Workflow 简易混合采样工作流Or download from the "Files" list below the "Details" on the right side of this page>>Dark Beast BlitZ 6 ZIT🟥BeyondReality3 NSFW 02/18/2026based on SUPER Z V3.0 REBUILD (Vibrant Color Edition)NSFW Unlocked Version of Beyond Reality 3 form [@Nurburgrings HF repo.](https://huggingface.co/Nurburgring/BEYOND_REALITY_Z_IMAGE)核心改进：提供卓越的色彩和照明性能，具有更精致的纹理细节。增强功能：与 ZiTurbo 相比，支持更广泛的艺术风格，同时提供比 ZI Base 更快的生成速度。NSFW已解锁Core Improvements:Delivers superior color and lighting performance, with more refined texture details. Enhanced Capabilities: Supports a wider range of artistic styles compared to Z image turbo, while offering faster generation speeds than Z image base. NSFW UnlockedRecommended Settings:CFG Scale: 1Steps: 5～15Sampler & Scheduler: Euler + SimpleKey Features & Optimizations:NSFW Unlock and maintain BR3 color style and sharpness.增加画面的多样性表达，优化了部分艺术风格支持与二次元动漫表现。Optimized support for specific artistic styles and 2D Anime rendering.[HF repo.](https://huggingface.co/GuangyuanSD/REDCraft-DarkBeast-Z-Image-TURBO)Dark Beast BlitZ 6 ZIT🟥 NSFW LoRA Adapter 02/18/2026Additionally, I've exported Dark Beast BlitZ 6 in Rank-256 LoRA format. The LoRA weight can be adjusted to adapt it to various ZIT fine-tune models, fully compatible with the Z-Image Turbo base model.Full Model fp16 (1.06 GB) <- 可以通过这里直接下载 LoRA 版本上面是 Dark Beast BlitZ 6 导出为 Rank256 的LoRA版本，可以调整权重强度用于各种微调ZIT版本（适配于 ZimageTurbo 基底模型）Dark Beast BlitZ 6 ZIT🟥 NSFW LoRA adaptation models Zoo：Z-Image-Turbo-GGUF <- Z-Image Turbo & TE GGUF 量化模型Z-Image Turbo - Nunchaku Quantized <- Z-Image Turbo & TE Nunchaku 量化模型Text Encoder (ClipLoader use) <- Qwen3 4b FP16 文本编码器Abliterated Huihui Qwen3 4B v2 (Q_8 GGUF) <- Z-Image Uncensored TE 文本编码器VAE (Flux.1 16C VAE) <- 标准的 Flux.1 16 通道 VAEOr download from the "Files" list below the "Details" on the right side of this page>>Dark Beast KLEIN 9b BlitZ🟦V1.5 lora adapter 02/16/2026DarkBeastKlein-v1-5-Blitz-9b-Extracted-LoRA-r256 uploadedworking fine with FLUX.2 Klein 9b modelsPruned Model fp16 (1.23 GB) <<< This oneDark Beast BlitZ ZIT🟥5-steps lora adapter 02/16/2026DarkBeast5steps_extracted_lora_r256 uploadedworking fine with Zimage turbo modelsPruned Model fp16 (1.04 GB) <<< This oneOr download it from the "Files" list below the "Details" on the right side of this page>>Dark Beast BlitZ ZIT🟥5-steps 02/12/2026一句话：以 ZImage Turbo 已经炽热的速度，将其调到绝对 BlitZ 速度，现在就释放出来！只需5步，同时保留那凶猛的黑暗野兽灵魂的每一滴！ 🟥Key features:Fully preserves the signature Dark Beast style, rich details, and intense Black Beast aesthetic from the standard lineageRefined through advanced targeted distillation & fine-tuning, now perfectly dialed in for zero-CFG guidance at minimal stepsBlitZ-level inference speed — breathtaking high-quality images in just 5 stepsRecommended settings: 5 steps, CFG=1 (fixed), any seed you wantIn one sentence: Taking ZImage Turbo’s already blazing speed and cranking it to absolute BlitZ velocity while keeping every drop of that ferocious Dark Beast soul! 🟥Lightning-fast generation awaits — unleash it now! 🟥🚀Dark Beast KLEIN 9b🟦V1.5 BlitZ 02/08/2026This is the ultimate speed-optimized V1 evolution, powered by Flux.2 Klein 9B,engineered specifically for lightning-fast low-step + CFG=1 workflows (5steps).Also available in NVFP4 quantized format, optimized for acceleration on Blackwell architecture GPUs.（ like RTX50XX, PRO6000, B200, and others ）Also supports non-50 series GPUs (automatic 16-bit operation), Verify environment is my ComfyUI 0.11Key features:Fully preserves the signature Dark Beast style, rich details, and intense Black Beast aesthetic from the standard lineageRefined through advanced targeted distillation & fine-tuning, now perfectly dialed in for zero-CFG guidance at minimal stepsBlitZ-level inference speed — breathtaking high-quality images in just 5 steps ⚡Recommended settings: 5 steps, CFG=1 (fixed), any seed you wantIn one sentence: Taking Klein’s already blazing speed and cranking it to a