---
title: MidnightHour-HiDream
canonical_url: "https://www.modelscope.cn/models/TensorVizion/MidnightHour-HiDream"
md_url: "https://www.modelscope.cn/models/TensorVizion/MidnightHour-HiDream.md"
repository: TensorVizion/MidnightHour-HiDream
last_updated: 2026-08-01
license: "Apache License 2.0"
pipeline_tag: text-to-image-synthesis
tasks:
  - text-to-image-synthesis
base_model:
  - HiDream-ai/HiDream-O1-Image
base_model_relation: adapter
parameters: 205.4M
tensor_type:
  - BF16
library_name:
  - pytorch
  - lora
  - safetensors
supports_inference: txt2img
downloads: 44
stars: 0
tags:
  - LoRA
  - text-to-image
---

# MidnightHour-HiDream

> MidnightHour-HiDream - TensorVizion 在 ModelScope 开源的模型。本模型依托魔搭社区（ModelScope）AIGC专区模型训练环境与算力完成训练。

TensorVizion/MidnightHour-HiDream 是 ModelScope 魔搭社区上的 205.4M 参数text-to-image-synthesis模型，采用 Apache License 2.0 许可，基于 HiDream-ai/HiDream-O1-Image 构建，并支持在线推理（txt2img）。

- **Repository**: TensorVizion/MidnightHour-HiDream
- **License**: Apache License 2.0
- **Tasks**: text-to-image-synthesis
- **Parameters**: 205.4M
- **Base model**: HiDream-ai/HiDream-O1-Image
- **Online inference**: txt2img
- **Tags**: LoRA, text-to-image
- **Downloads**: 44
- **Stars**: 0
- **Last updated**: 2026-08-01

Source: https://www.modelscope.cn/models/TensorVizion/MidnightHour-HiDream

---

# 午夜时分

## 模型介绍

本模型依托魔搭社区（ModelScope）AIGC专区[模型训练](https://modelscope.cn/aigc/modelTraining)环境与算力完成训练。

* 模型类型：LoRA
* 基础模型：[HiDream-ai/HiDream-O1-Image](https://modelscope.cn/models/HiDream-ai/HiDream-O1-Image)
* 训练代码：[DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio)
* 训练数据量：31
* 总训练步数：4000
* 开源协议：Apache-2.0

## 推理代码

安装 [DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio)：

```bash
pip install diffsynth
```

开始推理：

```python
from diffsynth.pipelines.hidream_o1_image import HiDreamO1ImagePipeline, ModelConfig
import torch

pipe = HiDreamO1ImagePipeline.from_pretrained(
    torch_dtype=torch.bfloat16,
    device="cuda",
    model_configs=[
        ModelConfig(model_id="HiDream-ai/HiDream-O1-Image", origin_file_pattern="*.safetensors"),
    ],
    processor_config=ModelConfig(model_id="HiDream-ai/HiDream-O1-Image"),
)
pipe.load_lora(pipe.dit, ModelConfig(model_id="TensorVizion/MidnightHour-HiDream", origin_file_pattern="MidnightHour-HiDream_c1-st4000.safetensors"))
prompt = "a cat"
image = pipe(prompt=prompt, num_inference_steps=30, cfg_scale=4)
image.save("image.jpg")
```