README.md

---
library_name: diffusers
datasets:
- Norod78/Yarn-art-style
base_model:
- black-forest-labs/FLUX.1-dev
---

# Model Card for Model ID

Make everything as Yarn Art Syle.

## Uses

Make everything as Yarn Art Syle.

## How to Get Started with the Model

```python
!pip install -U diffusers bitsandbytes

from diffusers import AutoPipelineForText2Image, BitsAndBytesConfig
import torch
repo_id = "markod0925/yarn_flux"

bnb_4bit_compute_dtype = torch.float16
nf4_config = BitsAndBytesConfig(
    load_in_4bit=True,
    bnb_4bit_quant_type="nf4",
    bnb_4bit_compute_dtype=bnb_4bit_compute_dtype,
)

pipeline = AutoPipelineForText2Image.from_pretrained(repo_id,
                                                     torch_dtype=bnb_4bit_compute_dtype
)
pipeline.enable_model_cpu_offload()
```

```python
image = pipeline(
    "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k", num_inference_steps=28, guidance_scale=3.5, height=768
).images[0]
image
```

![Astronaut in a jungle, cold color palette, muted colors, detailed, 8k](astro_1.png)

```python
image = pipeline(
    "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k, yarn art style", num_inference_steps=28, guidance_scale=3.5, height=768
).images[0]
image
```
![Astronaut in a jungle, cold color palette, muted colors, detailed, 8k, yarn art style](astro_yarn.png)