---
title: 4156456456
canonical_url: "https://www.modelscope.ai/models/xiaohai001/4156456456"
md_url: "https://www.modelscope.ai/models/xiaohai001/4156456456.md"
repository: xiaohai001/4156456456
last_updated: 2026-06-10
license: "Apache License 2.0"
pipeline_tag: text-to-image-synthesis
tasks:
  - text-to-image-synthesis
base_model:
  - black-forest-labs/FLUX.2-klein-base-9B
base_model_relation: adapter
parameters: 435.2M
tensor_type:
  - BF16
library_name:
  - pytorch
  - lora
  - safetensors
frameworks:
  - pytorch
supports_inference: txt2img
downloads: 211
stars: 0
tags:
  - LoRA
---

# 4156456456

> 4156456456 - An open-source model by xiaohai001 on ModelScope. 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。

xiaohai001/4156456456 is a 435.2M-parameter text-to-image-synthesis model on ModelScope. licensed under Apache License 2.0. derived from black-forest-labs/FLUX.2-klein-base-9B. and supports online inference (txt2img).

- **Repository**: xiaohai001/4156456456
- **License**: Apache License 2.0
- **Tasks**: text-to-image-synthesis
- **Parameters**: 435.2M
- **Base model**: black-forest-labs/FLUX.2-klein-base-9B
- **Online inference**: txt2img
- **Tags**: LoRA
- **Downloads**: 211
- **Stars**: 0
- **Last updated**: 2026-06-10

Source: https://www.modelscope.ai/models/xiaohai001/4156456456

---

# FGSDF

## 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：[black-forest-labs/FLUX.2-klein-base-9B](https://modelscope.cn/models/black-forest-labs/FLUX.2-klein-base-9B)
* 训练代码：[DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio)
* 训练数据量：62
* 总训练步数：5000
* 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.flux2_image import Flux2ImagePipeline, ModelConfig
import torch

pipe = Flux2ImagePipeline.from_pretrained(
    torch_dtype=torch.bfloat16,
    device="cuda",
    model_configs=[
        ModelConfig(model_id="black-forest-labs/FLUX.2-klein-base-9B", origin_file_pattern="text_encoder/*.safetensors"),
        ModelConfig(model_id="black-forest-labs/FLUX.2-klein-base-9B", origin_file_pattern="transformer/*.safetensors"),
        ModelConfig(model_id="black-forest-labs/FLUX.2-klein-base-9B", origin_file_pattern="vae/diffusion_pytorch_model.safetensors"),
    ],
    tokenizer_config=ModelConfig(model_id="black-forest-labs/FLUX.2-klein-base-9B", origin_file_pattern="tokenizer/"),
)
pipe.load_lora(pipe.dit, ModelConfig(model_id="xiaohai001/4156456456", origin_file_pattern="4156456456_c1-st5000.safetensors"))
prompt = "a cat"
image = pipe(prompt, num_inference_steps=50, cfg_scale=4)
image.save("image.jpg")

prompt = "Convert the image style to anime style."
image = pipe(prompt, edit_image=[image], num_inference_steps=50, cfg_scale=4)
image.save("image_edited.jpg")
```