---
title: Flux.1-Dev-LoRA-HDR-Realism
canonical_url: "https://www.modelscope.cn/models/prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism"
md_url: "https://www.modelscope.cn/models/prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism.md"
repository: prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism
last_updated: 2024-11-26
license: creativeml-openrail-m
pipeline_tag: text-to-image-synthesis
tasks:
  - text-to-image-synthesis
base_model:
  - black-forest-labs/FLUX.1-dev
base_model_relation: adapter
parameters: 306.3M
tensor_type:
  - F16
library_name:
  - pytorch
  - lora
  - diffusers
  - safetensors
frameworks:
  - pytorch
downloads: 1680
stars: 0
tags:
  - text-to-image
  - lora
  - diffusers
  - "template:diffusion-lora"
  - HDR
---

# Flux.1-Dev-LoRA-HDR-Realism

> Flux.1-Dev-LoRA-HDR-Realism - prithivMLmods 在 ModelScope 开源的模型。Flux.1-Dev-LoRA-HDR-Realism [ Experimental Version ]

prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism 是 ModelScope 魔搭社区上的 306.3M 参数text-to-image-synthesis模型，采用 creativeml-openrail-m 许可，基于 black-forest-labs/FLUX.1-dev 构建。

- **Repository**: prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism
- **License**: creativeml-openrail-m
- **Tasks**: text-to-image-synthesis
- **Parameters**: 306.3M
- **Base model**: black-forest-labs/FLUX.1-dev
- **Tags**: text-to-image, lora, diffusers, template:diffusion-lora, HDR
- **Downloads**: 1680
- **Stars**: 0
- **Last updated**: 2024-11-26

Source: https://www.modelscope.cn/models/prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism

---

# Flux.1-Dev-LoRA-HDR-Realism [ Experimental Version ]

<span style="color:red">The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.</span>


<Gallery />

- Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC

## Model description 

**prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism**

Image Processing Parameters 

| Parameter                 | Value  | Parameter                 | Value  |
|---------------------------|--------|---------------------------|--------|
| LR Scheduler              | constant | Noise Offset              | 0.03   |
| Optimizer                 | AdamW  | Multires Noise Discount   | 0.1    |
| Network Dim               | 64     | Multires Noise Iterations | 10     |
| Network Alpha             | 32     | Repeat & Steps           | 19 & 2000|
| Epoch                     | 17  | Save Every N Epochs       | 1      |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 14
    
## Best Dimensions

- 1024 x 1024 (Default)
  
## Setting Up
```
import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism"
trigger_word = "HDR"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```
## Trigger words

You should use `HDR` to trigger the image generation.


## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism/tree/main) them in the Files & versions tab.