Slime Girl Concept

Just some (overly) friendly slime girls of all different types and colors. ꒷꒦

Triggers:

slime girl, monster girl

Recommended tags:

blue skin, translucent skin, colored skin

Recommended prompt structure:

Positive prompt:

score_9, score_8_up, score_7_up, score_6_up, source anime, {{tags}}

Negative prompt:

score_4, score_5, score_6, 3d, monochrome, (censor), render, simple background, white background, text, watermark

License

Fair AI Public License 1.0-SD

描述:

Brings slimes to life in Hunyuan T2V generations!

Trained with https://github.com/tdrussell/diffusion-pipe

Training data is small combination of:

• Images used from other versions this model card

• Images extracted as keyframes from several videos

• Short video clips ~40 frames each

Training configs:

dataset.toml

# Aspect ratio bucketing settings

enable_ar_bucket = true

min_ar = 0.5

max_ar = 2.0

num_ar_buckets = 7



[[directory]] # IMAGES

# Path to the directory containing images and their corresponding caption files.

path = '/mnt/d/huanvideo/training_data/images'

num_repeats = 5

resolutions = [1024]

frame_buckets = [1] # Use 1 frame for images.





[[directory]] # VIDEOS

# Path to the directory containing videos and their corresponding caption files.

path = '/mnt/d/huanvideo/training_data/videos'

num_repeats = 5

resolutions = [256] # Set video resolution to 256 (e.g., 244p).

frame_buckets = [33, 49, 81] # Define frame buckets for videos.

config.toml

# Dataset config file.

output_dir = '/mnt/d/huanvideo/training_output'

dataset = 'dataset.toml'



# Training settings

epochs = 50

micro_batch_size_per_gpu = 1

pipeline_stages = 1

gradient_accumulation_steps = 4

gradient_clipping = 1.0

warmup_steps = 100



# eval settings

eval_every_n_epochs = 5

eval_before_first_step = true

eval_micro_batch_size_per_gpu = 1

eval_gradient_accumulation_steps = 1



# misc settings

save_every_n_epochs = 15

checkpoint_every_n_minutes = 30

activation_checkpointing = true

partition_method = 'parameters'

save_dtype = 'bfloat16'

caching_batch_size = 1

steps_per_print = 1

video_clip_mode = 'single_middle'



[model]

type = 'hunyuan-video'



transformer_path = '/mnt/d/huanvideo/models/diffusion_models/hunyuan_video_720_cfgdistill_fp8_e4m3fn.safetensors'

vae_path = '/mnt/d/huanvideo/models/vae/hunyuan_video_vae_bf16.safetensors'

llm_path = '/mnt/d/huanvideo/models/llm'

clip_path = '/mnt/d/huanvideo/models/clip'



dtype = 'bfloat16'

transformer_dtype = 'float8'

timestep_sample_method = 'logit_normal'



[adapter]

type = 'lora'

rank = 32

dtype = 'bfloat16'



[optimizer]

type = 'adamw_optimi'

lr = 5e-5

betas = [0.9, 0.99]

weight_decay = 0.02

eps = 1e-8

训练词语: slime girl,see-through body,blue skin,translucent skin