README.md

---
license: agpl-3.0
language:
- zh
- en
# base_model:
# - black-forest-labs/FLUX.1-dev
# pipeline_tag: text-to-image
# library_name: diffusers
tags:
- flux
- lora
- china
- girl
- flux-diffusers
- text-to-image
- diffusers
thumbnail: ./1758914667.5504615.png
widget:
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758914667.5504615.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758914240.346111.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758914165.4060624.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758912371.6772127.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758912781.4197416.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758913508.8816087.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758916370.734687.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758912529.5807238.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758912853.6719186.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758913581.5424395.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758912627.3229315.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758912932.3310673.png
- text: 'none'
  parameters:
    negative_prompt: 'none'
  output:
    url: ./1758915800.3715427.png
---

# Pandora

<img src="https://cdn-uploads.huggingface.co/production/uploads/66719e03a4dd9ce916a82688/kGCLjdcFmTfNFTTbQfah7.png" width="50%" />

A model for generating realistic, high-quality images captured on a mobile phone.

It uses a two-stage training process: the first stage uses a low-quality dataset to help the model learn outlines, and the second stage uses a high-quality dataset to improve image quality and details.

Every image generated will surprise you.

---

I've enabled gate access.

You can submit an access request, which I will manually review.

If you would like to expedite the process, please pay me $100, and I will then grant you access.

For payment-related questions, you should email me. 

daylog@qq.com

---

<Gallery />

## Use

Using a custom pipeline for inference yields the best performance

```python
import torch
from diffusers import FluxPipeline

base_model = "black-forest-labs/FLUX.1-dev"
repo = "likewendy/pandora"

pipe = DiffusionPipeline.from_pretrained(
    base_model,
    custom_pipeline=repo,
    trust_remote_code=True,
    torch_dtype=torch.bfloat16
)

pipe.load_lora_weights(repo)
pipe.enable_model_cpu_offload()

img = pipe(
  prompt="1 gril",
  negative_prompt="low quality, deformed, watermark",
  height=1024,
  width=1024,
  guidance_scale=3.2,
  num_inference_steps=36,
  generator=torch.Generator(device=pipe.device).manual_seed(42)
).images[0]

img.save("out.png")
```

## Limitations
- This model is not intended to or capable of providing factual information.
- As a statistical model, this checkpoint may amplify existing social biases.
- The model may not generate output that matches the prompt.
- Tip following is significantly influenced by the prompt style.

## Out-of-scope Use
This model and its derivatives may not be used
- in any manner that violates any applicable national, federal, state, local, or international law or regulation.
- For the purpose of exploiting, harming, or attempting to exploit or harm minors in any way; including but not limited to soliciting, creating, acquiring, or distributing child exploitation content.
- Creating or disseminating verifiably false information and/or content with the intent to harm others.
- Creating or disseminating personally identifiable information that could be used to harm individuals.
- Harassing, abusing, threatening, stalking, or bullying individuals or groups.
- Creating non-consensual nudity or illegal pornography.
- For fully automated decision-making, adversely affecting the legal rights of individuals or otherwise creating or modifying binding, enforceable obligations.
- Initiating or facilitating large-scale disinformation campaigns.

## Responsible Artificial Intelligence

I am committed to the responsible development of generative AI technology.
- Before releasing Pandora, I evaluated and mitigated numerous risks in the Pandora model and service, including the generation of illegal content.
- I implemented a series of pre-release mitigations to help prevent third-party misuse.
- For example, the HuggingFace repository for the Pandora model includes inference filters for illegal or infringing content.
- Use of the model must comply with the terms of the Pandora license and be subject to filters or human review.
- We may randomly contact known deployers of the Pandora model to verify that filters or human review processes are in place.