feat: upload LoraC3lier_SuteinuA_V1 lora model
Browse files
LoraC3lier_SuteinuA_V1_config/config_file.toml
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[model_arguments]
|
| 2 |
+
v2 = false
|
| 3 |
+
v_parameterization = false
|
| 4 |
+
pretrained_model_name_or_path = "/content/pretrained_model/AnyLoRA.safetensors"
|
| 5 |
+
|
| 6 |
+
[additional_network_arguments]
|
| 7 |
+
no_metadata = false
|
| 8 |
+
unet_lr = 0.0001
|
| 9 |
+
text_encoder_lr = 5e-5
|
| 10 |
+
network_module = "networks.lora"
|
| 11 |
+
network_dim = 16
|
| 12 |
+
network_alpha = 8
|
| 13 |
+
network_args = [ "conv_dim=8", "conv_alpha=1",]
|
| 14 |
+
network_train_unet_only = false
|
| 15 |
+
network_train_text_encoder_only = false
|
| 16 |
+
|
| 17 |
+
[optimizer_arguments]
|
| 18 |
+
min_snr_gamma = 5.0
|
| 19 |
+
optimizer_type = "AdamW8bit"
|
| 20 |
+
learning_rate = 0.0001
|
| 21 |
+
max_grad_norm = 1.0
|
| 22 |
+
optimizer_args = []
|
| 23 |
+
lr_scheduler = "cosine"
|
| 24 |
+
lr_warmup_steps = 0
|
| 25 |
+
|
| 26 |
+
[dataset_arguments]
|
| 27 |
+
cache_latents_to_disk = true
|
| 28 |
+
debug_dataset = false
|
| 29 |
+
vae_batch_size = 4
|
| 30 |
+
|
| 31 |
+
[training_arguments]
|
| 32 |
+
output_dir = "/content/LoRA/output"
|
| 33 |
+
output_name = "LoraC3lier_SuteinuA_V1"
|
| 34 |
+
save_precision = "fp16"
|
| 35 |
+
save_every_n_epochs = 1
|
| 36 |
+
train_batch_size = 2
|
| 37 |
+
max_token_length = 225
|
| 38 |
+
mem_eff_attn = false
|
| 39 |
+
xformers = true
|
| 40 |
+
max_train_epochs = 3
|
| 41 |
+
max_data_loader_n_workers = 8
|
| 42 |
+
persistent_data_loader_workers = true
|
| 43 |
+
seed = 544655
|
| 44 |
+
gradient_checkpointing = false
|
| 45 |
+
gradient_accumulation_steps = 1
|
| 46 |
+
mixed_precision = "fp16"
|
| 47 |
+
clip_skip = 2
|
| 48 |
+
noise_offset = 0.2
|
| 49 |
+
lowram = true
|
| 50 |
+
|
| 51 |
+
[logging_arguments]
|
| 52 |
+
log_with = "tensorboard"
|
| 53 |
+
logging_dir = "/content/LoRA/logs"
|
| 54 |
+
log_prefix = "LoraC3lier_SuteinuA_V1"
|
| 55 |
+
|
| 56 |
+
[dreambooth_arguments]
|
| 57 |
+
prior_loss_weight = 1.0
|
| 58 |
+
|
| 59 |
+
[saving_arguments]
|
| 60 |
+
save_model_as = "safetensors"
|
| 61 |
+
|
| 62 |
+
[sample_prompt_arguments]
|
| 63 |
+
sample_every_n_epochs = 1
|
| 64 |
+
sample_sampler = "ddim"
|
LoraC3lier_SuteinuA_V1_config/dataset_config.toml
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[[datasets]]
|
| 2 |
+
resolution = 512
|
| 3 |
+
min_bucket_reso = 256
|
| 4 |
+
max_bucket_reso = 1024
|
| 5 |
+
caption_dropout_rate = 0
|
| 6 |
+
caption_tag_dropout_rate = 0
|
| 7 |
+
caption_dropout_every_n_epochs = 0
|
| 8 |
+
flip_aug = false
|
| 9 |
+
color_aug = false
|
| 10 |
+
[[datasets.subsets]]
|
| 11 |
+
image_dir = "/content/LoRA/train_data"
|
| 12 |
+
class_tokens = "SuteinuA"
|
| 13 |
+
num_repeats = 40
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
[general]
|
| 17 |
+
enable_bucket = true
|
| 18 |
+
caption_extension = ".txt"
|
| 19 |
+
shuffle_caption = true
|
| 20 |
+
keep_tokens = 0
|
| 21 |
+
bucket_reso_steps = 64
|
| 22 |
+
bucket_no_upscale = false
|
LoraC3lier_SuteinuA_V1_config/sample_prompt.txt
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
masterpiece, best quality, SuteinuA, 1girl, solo, long hair, looking at viewer, smile, bangs, hair ornament, red eyes, gloves, hair between eyes, bare shoulders, upper body, white hair, grey hair, red hair, multicolored hair, black gloves, virtual youtuber, fingerless gloves, streaked hair, crown, watermark --n (worst quality, low quality:1.4) --w 512 --h 768 --l 7 --s 28
|
| 2 |
+
masterpiece, best quality, SuteinuA, 1girl, solo, long hair, looking at viewer, smile, red eyes, long sleeves, holding, animal ears, twintails, blue hair, braid, white hair, choker, rabbit ears, symbol-shaped pupils, braided bangs, watermark --n (worst quality, low quality:1.4) --w 512 --h 768 --l 7 --s 28
|
| 3 |
+
masterpiece, best quality, SuteinuA, 1girl, solo, long hair, looking at viewer, smile, open mouth, bangs, red eyes, hat, holding, upper body, flower, pointy ears, virtual youtuber, sailor collar, rose, white headwear, red flower, pink flower, sun hat, red rose, yellow flower, sunflower, hat flower, holding flower, watermark --n (worst quality, low quality:1.4) --w 512 --h 768 --l 7 --s 28
|
| 4 |
+
masterpiece, best quality, SuteinuA, 1girl, solo, looking at viewer, open mouth, bangs, simple background, hair ornament, long sleeves, white background, dress, bow, holding, green eyes, standing, full body, yellow eyes, flower, hair bow, red hair, food, shoes, socks, hairclip, hair flower, grey background, hair bun, apron, black dress, arm up, english text, double bun, fruit, drill hair, white footwear, black socks, twin drills, apple, sample watermark, watermark --n (worst quality, low quality:1.4) --w 512 --h 768 --l 7 --s 28
|
| 5 |
+
masterpiece, best quality, SuteinuA, 1girl, solo, long hair, looking at viewer, smile, open mouth, skirt, hair ornament, long sleeves, purple eyes, full body, closed eyes, braid, flower, white hair, one eye closed, shoes, socks, virtual youtuber, red ribbon, kneehighs, capelet, brown footwear, white socks, loafers, watermark --n (worst quality, low quality:1.4) --w 512 --h 768 --l 7 --s 28
|