Sousou no Frieren - 葬送のフリーレン - Collection

This is a large rank LoRA using a collection of character datasets from the Sousou no Frieren (葬送のフリーレン) series, intended to create non-commercial fan works.

Characters - with recommended tag groups:

# Frieren
frieren, pointy ears, green eyes, twintails, very long hair, earrings, jewelry, capelet, elf, white capelet, long sleeves, white dress, closed mouth, parted bangs, white hair

# Fern
fern \(sousou no frieren\), bangs, closed mouth, very long hair, sidelocks, purple eyes, purple hair, full moon, backlighting

# Ubel
ubel \(sousou no frieren\), outdoors, sly smile, green hair, side ponytail, black dress, black choker, arm strap

# Aura
aura \(sousou no frieren\), elbow gloves, clothing cutout, black gloves, demon girl, braid, navel cutout, demon horns, purple eyes, long hair, multiple braids, gold necklace, dress, jewelry, bare shoulders, pink hair, purple hair, low-braided long hair, necklace, night, low-tied long hair, evil smile

# Flamme
flamme \(sousou no frieren\), green eyes, jewelry, hand on own hip, armlet, orange hair, breasts, braid, white dress, earrings, bracelet, hair over one eye, closed mouth, very long hair, sleeveless, smile

# Laufen 
laufen \(sousou no frieren\), china dress, hair bun, orange hair, breasts, double bun, hair ornament, medium breasts, collarbone, closed mouth, halterneck, bare shoulders, brown eyes

# Linie
linie \(sousou no frieren\), twintails, long sleeves, purple eyes, demon horns, ribbon, puffy sleeves, sitting, pantyhose, brown ribbon, demon girl, black footwear, brown dress, hair ribbon, closed mouth, juliet sleeves, black ribbon, full body, white shirt, battle axe, frills, brown pantyhose, neck ribbon, high heels, puffy long sleeves, hair between eyes, brown hair

# Sense
sense \(sousou no frieren\), long hair, cup, ahoge, brown hair, teacup, bow, hair over one eye, closed mouth, hair between eyes, very long hair, eyes visible through hair, saucer, bowtie

# Serie
serie \(sousou no frieren\), elf, pointy ears, blonde hair, sidelocks, long hair, jewelry, smug, red eyes, anklet, feet, barefoot, shorts, wide sleeves, grin, bracelet

# Lawine
lawine \(sousou no frieren\), long hair, capelet, blue eyes, braid, grey hair, blue dress, blue capelet, frills, frilled capelet, french braid, expressionless, blunt bangs

# Lawine
kanne \(sousou no frieren\), orange hair, short hair, navel, crop top, midriff, short shorts, thigh boots, green shorts

# Stark
stark \(sousou no frieren\), red hair, red eyes, gloves, fingerless gloves, black gloves, short hair, scar, black shirt, red jacket, shirt, bandages, 
jacket, closed mouth, bandaged arm, hair between eyes, scar on face, red coat

# Himmel
himmel \(sousou no frieren\), mole under eye, mole, smile, short hair, cloak, blue hair, blue eyes, profile, closed mouth, cape

# Eisen
eisen \(sousou no frieren\), fake horns, horned helmet, horns, beard, long beard, helmet, cape, facial hair, armor, red cape, blonde hair, shoulder armor, pauldrons, dwarf

# Land
land \(sousou no frieren\), blonde hair, glasses, short hair, multicolored hair

# Lugner 
lugner \(sousou no frieren\), long hair, horns, ascot, white ascot, blue eyes, blonde hair, closed mouth, long sleeves, jacket, shirt, brooch, expressionless, parted bangs, frills, gem, white shirt, demon horns, blood

Description

Large dataset of 1331 images
Large LoRA rank (48)
Manually tagged quality/aesthetic modifiers
- masterpiece, best quality, low quality, very aesthetic, aesthetic
Tagging of NSFW concepts
- nsfw, explicit

Training config (Kohya):

{
  "LoRA_type": "Standard",
  "LyCORIS_preset": "full",
  "adaptive_noise_scale": 0,
  "additional_parameters": " --optimizer_args \"decouple=True\" \"weight_decay=0.5\"  \"betas=0.9,0.99\" \"use_bias_correction=False\" --lr_scheduler_type \"CosineAnnealingLR\" --lr_scheduler_args \"T_max=30\"",
  "async_upload": false,
  "block_alphas": "",
  "block_dims": "",
  "block_lr_zero_threshold": "",
  "bucket_no_upscale": true,
  "bucket_reso_steps": 256,
  "bypass_mode": false,
  "cache_latents": true,
  "cache_latents_to_disk": true,
  "caption_dropout_every_n_epochs": 0,
  "caption_dropout_rate": 0,
  "caption_extension": ".txt",
  "clip_skip": 2,
  "color_aug": false,
  "constrain": 0,
  "conv_alpha": 1,
  "conv_block_alphas": "",
  "conv_block_dims": "",
  "conv_dim": 1,
  "dataset_config": "",
  "debiased_estimation_loss": false,
  "decompose_both": false,
  "dim_from_weights": false,
  "dora_wd": false,
  "down_lr_weight": "",
  "dynamo_backend": "no",
  "dynamo_mode": "default",
  "dynamo_use_dynamic": false,
  "dynamo_use_fullgraph": false,
  "enable_bucket": true,
  "epoch": 30,
  "extra_accelerate_launch_args": "",
  "factor": -1,
  "flip_aug": false,
  "fp8_base": false,
  "full_bf16": true,
  "full_fp16": false,
  "gpu_ids": "",
  "gradient_accumulation_steps": 1,
  "gradient_checkpointing": true,
  "huber_c": 0.1,
  "huber_schedule": "snr",
  "huggingface_path_in_repo": "",
  "huggingface_repo_id": "",
  "huggingface_repo_type": "",
  "huggingface_repo_visibility": "",
  "huggingface_token": "",
  "ip_noise_gamma": 0,
  "ip_noise_gamma_random_strength": false,
  "keep_tokens": 0,
  "learning_rate": 1,
  "log_tracker_config": "",
  "log_tracker_name": "",
  "log_with": "",
  "logging_dir": "E:/work/LoRa_work/logging",
  "loss_type": "l2",
  "lr_scheduler": "cosine",
  "lr_scheduler_args": "",
  "lr_scheduler_num_cycles": 1,
  "lr_scheduler_power": 1,
  "lr_warmup": 0,
  "main_process_port": 0,
  "masked_loss": false,
  "max_bucket_reso": 2048,
  "max_data_loader_n_workers": 0,
  "max_grad_norm": 1,
  "max_resolution": "1024,1024",
  "max_timestep": 1000,
  "max_token_length": 225,
  "max_train_epochs": 30,
  "max_train_steps": 0,
  "mem_eff_attn": false,
  "metadata_author": "motimalu",
  "metadata_description": "",
  "metadata_license": "",
  "metadata_tags": "",
  "metadata_title": "",
  "mid_lr_weight": "",
  "min_bucket_reso": 512,
  "min_snr_gamma": 5,
  "min_timestep": 0,
  "mixed_precision": "bf16",
  "model_list": "custom",
  "module_dropout": 0,
  "multi_gpu": false,
  "multires_noise_discount": 0.3,
  "multires_noise_iterations": 6,
  "network_alpha": 48,
  "network_dim": 48,
  "network_dropout": 0,
  "network_weights": "",
  "noise_offset": 0,
  "noise_offset_random_strength": false,
  "noise_offset_type": "Multires",
  "num_cpu_threads_per_process": 2,
  "num_machines": 1,
  "num_processes": 1,
  "optimizer": "Prodigy",
  "optimizer_args": "",
  "output_dir": "D:/model_output",
  "output_name": "sousou_no_frieren_collection_v1.2",
  "persistent_data_loader_workers": false,
  "pretrained_model_name_or_path": "C:/workspace/webui_forge_cu121_torch21/webui/models/Stable-diffusion/ponyDiffusionV6XL_v6StartWithThisOne.safetensors",
  "prior_loss_weight": 1,
  "random_crop": false,
  "rank_dropout": 0,
  "rank_dropout_scale": false,
  "reg_data_dir": "",
  "rescaled": false,
  "resume": "",
  "resume_from_huggingface": "",
  "sample_every_n_epochs": 10,
  "sample_every_n_steps": 0,
  "sample_prompts": "score_9, score_8_up, score_7_up, score_6_up, 1girl, frieren, white hair, twintails, earrings, green eyes, upper body, masterpiece, best quality, very aesthetic",
  "sample_sampler": "euler_a",
  "save_every_n_epochs": 30,
  "save_every_n_steps": 0,
  "save_last_n_steps": 0,
  "save_last_n_steps_state": 0,
  "save_model_as": "safetensors",
  "save_precision": "bf16",
  "save_state": false,
  "save_state_on_train_end": false,
  "save_state_to_huggingface": false,
  "scale_v_pred_loss_like_noise_pred": false,
  "scale_weight_norms": 0,
  "sdxl": true,
  "sdxl_cache_text_encoder_outputs": false,
  "sdxl_no_half_vae": true,
  "seed": 339491249,
  "shuffle_caption": true,
  "stop_text_encoder_training_pct": 0,
  "text_encoder_lr": 1,
  "train_batch_size": 10,
  "train_data_dir": "C:/data/sousou_no_frieren_dataset",
  "train_norm": false,
  "train_on_input": true,
  "training_comment": "",
  "unet_lr": 1,
  "unit": 1,
  "up_lr_weight": "",
  "use_cp": false,
  "use_scalar": false,
  "use_tucker": false,
  "v2": false,
  "v_parameterization": false,
  "v_pred_like_loss": 0,
  "vae": "",
  "vae_batch_size": 0,
  "wandb_api_key": "",
  "wandb_run_name": "",
  "weighted_captions": false,
  "xformers": "xformers"
}