unsloth/Z-Image-Turbo-GGUF

text-to-image model by unsloth

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⚡️- ImageAn Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer [](https://tongyi-mai.github.io/Z-Image-blog/)  [](https://github.com/Tongyi-MAI/Z-Image)  [](https://huggingface.co/Tongyi-MAI/Z-Image-Turbo)  [](https://huggingface.co/spaces/Tongyi-MAI/Z-Image-Turbo)  [](https://huggingface.co/spaces/akhaliq/Z-Image-Turbo)  [](https://www.modelscope.cn/models/Tongyi-MAI/Z-Image-Turbo)  [](https://www.modelscope.cn/aigc/imageGeneration?tab=advanced&versionId=469191&modelType=Checkpoint&sdVersion=ZIMAGETURBO&modelUrl=modelscope%253A%252F%252FTongyi-MAI%252FZ-Image-Turbo%253Frevision%253Dmaster%7D%7BOnline)  [](assets/Z-Image-Gallery.pdf)  [](https://modelscope.cn/studios/Tongyi-MAI/Z-Image-Gallery/summary)  Welcome to the official repository for the Z-Image(造相)project! Z-Image is a powerful and highly efficient image generation model with 6B parameters. Currently there are three variants: 📸 Photorealistic Quality: Z-Image-Turbo delivers strong photorealistic image generation while maintaining excellent aesthetic quality. 📖 Accurate Bilingual Text Rendering: Z-Image-Turbo excels at accurately rendering complex Chinese and English text. 💡 Prompt Enhancing & Reasoning: Prompt Enhancer empowers the model with reasoning capabilities, enabling it to transcend surface-level descriptions and tap into underlying world knowledge. 🧠 Creative Image Editing: Z-Image-Edit shows a strong understanding of bilingual editing instructions, enabling imaginative and flexible image transformations. We adopt a…

unsloth/Z-Image-Turbo-GGUF on Hugging Face A short preview, not the full document.

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Inside the original model card — Document outline
  1. Samples
  2. ✨ Z-Image
  3. 📥 Model Zoo
  4. 🖼️ Showcase
  5. 🏗️ Model Architecture
  6. 📈 Performance
  7. 🚀 Quick Start
  8. 🔬 Decoupled-DMD: The Acceleration Magic Behind Z-Image
  9. 🤖 DMDR: Fusing DMD with Reinforcement Learning
  10. ⏬ Download
  11. 📜 Citation

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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

unsloth/Z-Image-Turbo-GGUF is a text-to-image model repository published by unsloth on Hugging Face. The source reports the ggml library.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
text-to-image
Library
ggml
Recent downloads (30 days)
1,063,867
Cumulative likes
295
Hugging Face trending score
7
Reported safetensors parameters
Not reported
Architecture
Not reported
License
apache-2.0
Access
Not gated by Hugging Face
Created
2025-12-21T22:47:59.000Z
Last modified
2026-10-29T08:24:01.000Z

Compatibility and lineage

Reported languages: en

Reported base models: Tongyi-MAI/Z-Image-Turbo

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

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Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.

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Model card and usage instructions

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Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-11-01T06:51:31.475Z. Daily imports are snapshots, not real-time monitoring.

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