biomorphrx β€” LongLive 1.3B LoRA

Biomorphic / reaction-diffusion video LoRA trained on Wan 2.1 T2V 1.3B for the Daydream Scope LongLive pipeline.

Trigger

biomorphrx

Files

File Step Notes
biomorphrx_lnglve_1-3B_2k_fnl.safetensors 2000 Final β€” recommended
biomorphrx_lnglve_1-3B_1750.safetensors 1750 Alt
biomorphrx_lnglve_1-3B_1500.safetensors 1500 Alt
config.yaml β€” ai-toolkit training config
samples/ 0–2000 webp animations every 250 steps Γ— 4 prompts

Base model

Wan-AI/Wan2.1-T2V-1.3B-Diffusers β€” the 1.3B base that Daydream Scope's LongLive pipeline distills from. Not compatible with Krea Realtime (14B) pipelines.

Training

  • Dataset: 53 images + 40 videos (832Γ—480, 16 fps, 77 frames β€” 4k+1 Wan VAE rule)
  • Captions: 100% unique, combinatorial generation (FORM Γ— COLOR Γ— BACKGROUND Γ— LIGHTING), trigger word first
  • Steps: 2000, LoRA rank 32 / alpha 32
  • Optimizer: adamw8bit, lr 1e-4, EMA 0.99
  • Hardware: RunPod A100 SXM 80GB, ~4 hr
  • Trainer: ostris/ai-toolkit

Sample prompts

biomorphrx iridescent macro bloom with cyan and magenta hues on black background, shallow depth of field
biomorphrx Belousov-Zhabotinsky reaction-diffusion pattern, teal and orange oscillations, slow swirling
biomorphrx organic slime mold growth spreading over dark substrate, time-lapse
biomorphrx radial cluster of cream petals with blue rim light on black, slow drift

Native resolution: 832Γ—480. 77 frames at 16 fps. LongLive is autoregressive β€” long output comes from rollout, not training clip length.

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