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Island Generator (SDXL, FFXL)

LOCON
Original


Updated:

65

Name
LoRA Type Refiner Compatible CLIP Tested


generating game assets like islands and objects in low polygonal landscapes, pixelated, 3D, and isometric styles.

Specifications:


Trained Resolution Training Data

  • LoRA Type: LyCORIS/LoKr, Prodigy

  • Trained Resolution: 1024 x 1024 pixels

  • Tested Resolution: Up to 1600 pixels

  • Training Data: 3 resumes each on 3000 images, totaling 9,000 images

Tested Resolution Tested on

Refiner example



Hugging Face Model GitHub Facebook Civitai

Version Detail

SDXL 1.0
<p>Switching to SDXL 1.0 LoRA with CivitAI trainer </p><p>Lyco version TBA</p><pre><code>"ss_num_train_images": "700", "modelspec.sai_model_spec": "1.0.0", "ss_max_grad_norm": "1.0", "sshs_legacy_hash": "1b8ce68d", "ss_gradient_accumulation_steps": "1", "ss_num_epochs": "10", "ss_gradient_checkpointing": "True", "ss_scale_weight_norms": "None", "ss_unet_lr": "0.0005", "ss_num_batches_per_epoch": "179", "ss_output_name": "Island_Generator_Update", "ss_mixed_precision": "bf16", "ss_network_dropout": "None", "ss_network_alpha": "1", "ss_lowram": "False", "ss_caption_tag_dropout_rate": "0.0", "ss_caption_dropout_every_n_epochs": "0", "ss_v2": "False", "ss_training_comment": "None", "ss_session_id": "1805248317", "ss_training_finished_at": "1698238155.6951559", "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_max_train_steps": "1790", "modelspec.resolution": "1024x1024", "ss_lr_warmup_steps": "0", "modelspec.title": "Island_Generator_Update", "ss_min_snr_gamma": "5.0", "ss_face_crop_aug_range": "None", "ss_cache_latents": "True", "ss_network_module": "networks.lora", "ss_dataset_dirs": { "img": { "n_repeats": 1, "img_count": 700 } }, "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", "ss_lr_scheduler": "cosine_with_restarts", "ss_multires_noise_iterations": "6", "ss_prior_loss_weight": "1.0", "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "sshs_model_hash": "f9eba922d4c46abcadf0af267051db3bba3c367cf5d8a37792ecf7527661a017", "ss_adaptive_noise_scale": "None", "ss_zero_terminal_snr": "False", "ss_caption_dropout_rate": "0.0", "ss_text_encoder_lr": "5e-05", "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "ss_network_dim": "32", "ss_multires_noise_discount": "0.3", "ss_epoch": "10", "ss_steps": "1790", "ss_seed": "3512259484", "ss_max_token_length": "225"</code></pre>

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