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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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+
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+
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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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+
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+ ### Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+
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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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+
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+
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+ ## How to Get Started with the Model
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+
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+ Please refer to the [Neta Lumina's model card.](https://huggingface.co/neta-art/Neta-Lumina)
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+
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+ ### Recommended settings
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+
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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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+
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+ ### Prompt
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+
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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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+
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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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+
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+ ## Acknowledgments
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+ - duongve: Thanks to [duongve](https://huggingface.co/duongve) for sharing awesome model.