Instructions to use jayark/sammy-style-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use jayark/sammy-style-lora with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("fill-in-base-model", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("jayark/sammy-style-lora") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
| license: other | |
| license_name: proprietary | |
| tags: | |
| - lora | |
| - text-to-image | |
| - style | |
| - qwen-image-2512 | |
| library_name: diffusers | |
| pipeline_tag: text-to-image | |
| private: true | |
| # Sammy Style LoRA | |
| Style LoRA trained on **Qwen-Image-2512** to capture the Sammy children's book art style. Generates new characters, environments, and backgrounds in the style — not limited to any single character. | |
| ## Usage | |
| - **Trigger word:** `sammy style` | |
| - **Base model:** Qwen-Image-2512 | |
| - **Architecture:** LoRA (rank 16, alpha 4) | |
| ## Checkpoints | |
| | File | Training Step | Notes | | |
| |------|--------------|-------| | |
| | `sammy-style-400.safetensors` | 400 | Earlier checkpoint | | |
| | `sammy-style-600.safetensors` | 600 | Recommended — best quality/fidelity balance | | |
| ## Training Details | |
| - ~50-70 training images (character images, backgrounds, synthetic fills) | |
| - Natural language captions (not booru tags) — required by Qwen2.5-VL text encoder | |
| - Captions describe content only; style is the learned residual | |
| - 1500 total training steps; step 400-600 is the sweet spot before overfitting | |