Cseti/wan2.2-14B-Kinestasis_concept-lora-v1

wan 2.2 (14b T2V) HIGH noise LoRA

Prompt

"Banostasis concept, a cinematic sequence of quick scene transitions of musical instruments dissolving into fragments of sound waves, which then condense into glowing orbs of light, the sequence of changes includes the transitions between a concert hall, a crowded subway tunnel, and an open desert plain, shot with rapid lens push-ins and kaleidoscopic lighting shifts, stylized in synesthetic neon abstract art."

Prompt

"Banostasis concept, a surreal sequence of quick scene transitions of a monk kneeling with hands pressed in prayer, remaining perfectly still, the sequence of changes includes the transitions between a temple hall, a mountain cave, a crowded city street, and a glowing digital gridscape, filmed with circling dolly shots under firelight and neon glow, stylized in spiritual cyber-mysticism."

Prompt

"Banostasis concept, a sequence of quick scene transitions of faces painted on masks, peeling away to reveal new identities beneath — child, elder, stranger — the sequence of changes includes the transitions between a crowded festival, an empty theater stage, and a dim-lit shrine, with close-up telephoto shots and side light to reveal intimate detail, stylized in kabuki-inspired theatrical colors."

Prompt

"Banostasis concept, a sequence of quick scene transitions of a woman in a red dress standing perfectly still with eyes closed, the sequence of changes includes the transitions between a candlelit cathedral, a busy subway platform, a snowy mountain cliff, and a neon city skyline, shot with lens push-ins and soft side light, stylized in surreal cinematic minimalism."

Prompt

"Banostasis concept, a whimsical sequence of quick scene transitions of children’s balloons transforming into jellyfish drifting underwater, then into paper lanterns rising into the night, the sequence of changes includes the transitions between city festivals, deep-sea abysses, and mountain temples, filmed with sweeping wide shots under glowing moonlight, stylized in dreamy pastel fantasy."

Inference

NOTE: Use it only on your high noise sampler

IMPORTANT: This LoRA is very sensitive to the prompt structure. There are certain phrases that I strongly recommend including in your prompt. Like:

• "Sequence of quick scene transitions of"
• "The sequence of changes includes the transitions"

You can find prompt examples in the attached videos.

For inference I used ComfyUI.

Trigger words: Banostasis concept, (and the phrases above)

Strength: 0.8-1.0

Trainig details

Trained only on videos.

HIGH noise LoRA

• dataset: 33 videos 480x270 25,33,65,81 frame videos
• steps: 15147
• LR: 5e-5
• optimizer: AdamW Optimi
• rank: 32
• batch size: 1
• gradient accumulation steps: 1
• min_t = 0.875
• max_t = 1

For training I used the diffusion-pipe repo.