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license: apache-2.0
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---
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license: apache-2.0
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base_model:
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- duongve/NetaYume-Lumina-Image-2.0
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pipeline_tag: text-to-image
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---
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# Neta Cat Tower
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## Introduction
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**Neta Cat Tower** is a text-to-image model fine-tuned from [NetaYume Lumina](https://huggingface.co/duongve/NetaYume-Lumina-Image-2.0).
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This model was trained with the goal of enhancing anime style. No learning was conducted regarding the addition of characters.
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### Model Description
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<!-- Provide a longer summary of what this model is. -->
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- **Developed by:** [nuko masshigura](https://huggingface.co/nukomasshigura)
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- **Model type:** Text-to-Image generative model based on [Neta Lumina](https://huggingface.co/neta-art/Neta-Lumina)
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- **License:** [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0)
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- **Finetuned from model:** [NetaYume Lumina](https://huggingface.co/duongve/NetaYume-Lumina-Image-2.0)
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## How to Get Started with the Model
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Please refer to the [Neta Lumina's model card.](https://huggingface.co/neta-art/Neta-Lumina)
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### Recommended settings
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- Sampler: res_multistep/ euler_ancestral
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- Scheduler: linear_quadratic
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- Steps: >=30
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- CFG (guidance): 4 – 5.5
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- Resolution: 1024 × 1024, 768 × 1532, 968 × 1322, or >= 1024
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### Prompt
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Please refer to the [Neta Lumina Prompt Book](https://www.neta.art/blog/neta_lumina_prompt_book/)
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About character knowledge, please refer to the [NetaYume Lumina's Civitai page](https://civitai.com/models/1790792)
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## Training Information
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### v1
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- dataset: 2.1k anime style dataset with danbooru tags and English caption
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- hardware: Geforce RTX5090 x 1
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- training tool: sd-scripts
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- mixed_precision: bf16
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- save_precision: fp16
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- resolution: '1280,1280'
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- optimizer_type: AdamW8bit
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- learning_rate: 3e-5
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- lr_scheduler: warmup_stable_decay
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- max_train_epochs: 20
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- train_batch_size: 1
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- gradient_accumulation_steps: 4
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- min_snr_gamma: 5
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- ip_noise_gamma: 0.1
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- timestep_sampling: nextdit_shift
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## Acknowledgments
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- duongve: Thanks to [duongve](https://huggingface.co/duongve) for sharing awesome model.
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