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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01lrzjason /ZImageTurboGen Z-Image-Turbo Synthetic Dataset (3000 Image Pairs) Dataset Preview Overview This dataset contains 3,000 synthetically generated image-text pairs created using Tongyi-MAI/Z-Image-Turbo (v1.0). Each entry consists of: A high-resolution image (zimage_{idx}.webp) A corresponding text prompt file (zimage_{idx}.txt) Designed specifically for advanced diffusion model research, this dataset enables: Model de-distillation (reversing knowledge distillation effects)… See the full description on the dataset page: https://huggingface.co/datasets/lrzjason/ZImageTurboGen.image1K<n<10K20 likes730 downloads11mo agoHugging Face02k-mktr /z-image-ethnicity-test Z-Image Turbo Ethnicity Benchmarking Dataset Overview This dataset was created to evaluate and test the Z-Image Turbo model's capabilities in accurately rendering various ethnicities. It comprises photorealistic portrait prompts designed to cover a diverse range of ethnic groups and demographic attributes. Generation Methodology The prompts in this dataset were synthetically generated using the Mistral-Small-3.2-24B-Instructmodel. The… See the full description on the dataset page: https://huggingface.co/datasets/k-mktr/z-image-ethnicity-test.imagetext-classification1K<n<10K2 likes244 downloads10mo agoHugging Face03k-mktr /z-image-examples Z-Image Turbo Portrait Dataset This dataset contains 126 portrait prompts and their corresponding image outputs, demonstrating the capabilities of the Z-Image Turbo text-to-image model. Model Information Model Name: Z-Image Turbo Hugging Face Repository: Tongyi-MAI/Z-Image-Turbo Dataset Contents prompts.jsonl: A JSONL file containing the 126 text prompts used for generation. Each entry includes a unique ID and the prompt text. outputs/: Directory containing… See the full description on the dataset page: https://huggingface.co/datasets/k-mktr/z-image-examples.imagetext-to-imagen<1K6 likes242 downloads10mo agoHugging Face04zimageapp /zimageapp-release ZImageApp macOS installers Public installer mirror for ZImageApp. Application source code is not included. Download the latest Apple Silicon DMG Latest version metadata Website The app and installer are signed with Developer ID, notarized by Apple, and include stapled notarization tickets. Requires Apple Silicon and macOS 15 or later. Model weights are downloaded separately and retain their respective licenses. imagen<1K1 likes237 downloads9h agoHugging Face05DealayLomoi /zimage-base-vs-turbo-comparison ⚡ Z-Image Base vs Turbo 效果对比 使用相同的 prompt 和 seed，对比 Z-Image (Base) 和 Z-Image-Turbo 的生成效果。 📊 模型信息对比 特性 Z-Image (Base) Z-Image-Turbo 模型 Tongyi-MAI/Z-Image Tongyi-MAI/Z-Image-Turbo 参数量 6B 6B (蒸馏版) 架构 S3-DiT (单流 DiT) S3-DiT (单流 DiT) 推理步数 28-50 步 8 步 CFG 引导 ✅ (scale=3.0-5.0) ❌ (scale=0.0) 负向提示词 ✅ 支持 ❌ 不支持 生成多样性 ⭐⭐⭐ 高 ⭐⭐ 低 视觉质量 ⭐⭐⭐ 高 ⭐⭐⭐⭐ 非常高 RL 强化学习 ❌ ✅ (DMDR) 可微调 (LoRA等) ✅ ❌ VRAM 需求 ~16GB+ ≤16GB 🖼️ 并排对比 Prompt 1: 🐆… See the full description on the dataset page: https://huggingface.co/datasets/DealayLomoi/zimage-base-vs-turbo-comparison.imagen<1K0 likes178 downloads6mo agoHugging Face06Owen777 /HQ-Z-Image-200Kimage100K<n<1M3 likes102 downloads10mo agoHugging Face07svjack /Prince_Xiang_Z_Image_Turbo_glasses_Images Use lora from https://huggingface.co/svjack/Prince_Xiang_Z_Image_Turbo_Lora Xiang Glasses Grid Image imagen<1K0 likes77 downloads10mo agoHugging Face08svjack /Xiang_Z_Image_Turbo_different_style_Images Use lora from https://huggingface.co/svjack/Z_Image_Turbo_Xiang_Lora Xiang different style Grid Image imagen<1K0 likes73 downloads10mo agoHugging Face09svjack /Xiang_Z_Image_Turbo_HairCut_ZH_Repose_Captioned imagen<1K0 likes61 downloads10mo agoHugging Face10svjack /Prince_Xiang_Z_Image_Turbo_different_style_Images Use lora from https://huggingface.co/svjack/Prince_Xiang_Z_Image_Turbo_Lora Xiang different style Grid Image imagen<1K0 likes55 downloads10mo agoHugging Face11kaupane /z-image-turbo-genimage10K<n<100K0 likes47 downloads8mo agoHugging Face12RyeCatcher /z-image-sdxl-benchmark Z-Image vs SDXL-Lightning Benchmark Dataset Benchmark comparing Z-Image-Turbo (6B parameter multilingual diffusion model) against SDXL-Lightning (4-step distilled SDXL). Key Results Model Latency Memory Languages SDXL-Lightning 1.32s 9.6 GB English Z-Image-Turbo 16.51s 23.3 GB 9 languages SDXL-Lightning is 12.5x faster, but Z-Image supports multilingual text rendering. Dataset Contents 80 generated images (1024x1024) 50 quality benchmark… See the full description on the dataset page: https://huggingface.co/datasets/RyeCatcher/z-image-sdxl-benchmark.imagetext-to-imagen<1K0 likes42 downloads10mo agoHugging Face13svjack /Z-Image-Turbo-Male-Model-Imagesimagen<1K0 likes34 downloads11mo agoHugging Face14svjack /Xiang_POV_Touch_Z_Image_Turbo_Images Use lora from https://huggingface.co/svjack/Z_Image_Turbo_Xiang_Lora Xiang POV Touch Grid Image imagen<1K0 likes26 downloads10mo agoHugging Face15svjack /Prince_Xiang_Z_Image_Turbo_slim_images Use lora from https://huggingface.co/svjack/Prince_Xiang_Z_Image_Turbo_Lora Xiang Slim Grid Image imagen<1K0 likes24 downloads9mo agoHugging Face16svjack /Prince_Xiang_Z_Image_Turbo_tease_images Use lora from https://huggingface.co/svjack/Prince_Xiang_Z_Image_Turbo_Lora Xiang Tease Grid Image imagen<1K0 likes24 downloads9mo agoHugging Face17DangPhamPham /z-image-training-datasetimagen<1K0 likes24 downloads4mo agoHugging Face18m6fras /HQ-Z-Image-200Kimage100K<n<1M0 likes20 downloads6mo agoHugging Face19EVER-Z /QFabric_mt_images_1024image10K<n<100K0 likes19 downloads2y agoHugging Face20svjack /Xiang_Z_Image_Turbo_Tease_Images Use lora from https://huggingface.co/svjack/Z_Image_Turbo_Xiang_Lora Xiang Tease Grid Image imagen<1K0 likes19 downloads10mo agoHugging Face21chestnutlzj /ZImageTurboGen-unify-styleimage1K<n<10K0 likes18 downloads10mo agoHugging Face22minhchiengod /ZIMAGE-Outputs-20260509-133202-OG3FLimage1K<n<10K0 likes14 downloads5mo agoHugging Face23multimodalart /tarot-newest-z-imageimagen<1K1 likes10 downloads10mo agoHugging Face24svjack /Xiang_Z_Image_Turbo_HairCut_ZH_Captioned imagen<1K0 likes9 downloads10mo agoHugging Face25weathon /zimage_aas_2.0_resimage1K<n<10K0 likes9 downloads9mo agoHugging Face26minhchiengod /ZIMAGE-Outputs-20260507-100643-JUTT7imagen<1K0 likes8 downloads5mo agoHugging Face27XinyuLiu1999 /diffusiondb-z-image-comparison DiffusionDB × Z-Image-Turbo prompt-enhancement comparison 100 samples comparing image generation under three conditions: Column Description original_prompt A prompt drawn from DiffusionDB (2M subset). enhanced_prompt The same prompt rewritten by Qwen3-Max into a richer, more descriptive form. image_diffusiondb The original DiffusionDB image (Stable Diffusion v1.x, 512×512 PNG). image_z_original Z-Image-Turbo rendering of original_prompt at 1024×1024.… See the full description on the dataset page: https://huggingface.co/datasets/XinyuLiu1999/diffusiondb-z-image-comparison.imagetext-to-imagen<1K0 likes8 downloads5mo agoHugging Face28svjack /Prince_Xiang_white_brief_Z_Image_Turbo_tease_4_bind_images Use lora from https://huggingface.co/svjack/Prince_Xiang_Z_Image_Turbo_Lora Xiang Tease Grid Image imagen<1K0 likes6 downloads9mo agoHugging Face29vanamagautam /sarah_pruned_zimageimagen<1K0 likes6 downloads3mo agoHugging Face30anvo25 /project-z-original-imagesgatedimagen<1K0 likes5 downloads4mo agoHugging Face

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