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README.md

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-license: apache-2.0
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+---
+license: apache-2.0
+---
+
+# Z-Image Supervised FineTune (FP32)
+
+This repository provides an **FP32 (32-bit floating point)** version of the ** Z-Image Supervised FineTune** model.
+
+The FP32 variant is intended for **research, analysis, and compatibility testing**, and preserves the model in full numerical precision compared to reduced-precision releases (e.g. BF16).
+
+---
+
+## Model Overview
+
+- **Model name:**  Z-Image Supervised FineTune (FP32)
+- **Precision:** FP32
+- **Task:** Image generation
+- **Framework:** PyTorch
+- **Weights format:** `.safetensors`
+
+This release is functionally equivalent to the original Z-Image Supervised FineTune architecture, differing only in numerical precision.
+
+---
+
+FP32 inference on consumer GPUs may be slower than BF16.
+
+@article{team2025zimage,
+  title={Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer},
+  author={Z-Image Team},
+  journal={arXiv preprint arXiv:2511.22699},
+  year={2025}
+}