---
license: apache-2.0
tags:
  - lora
  - wan2.1
  - text-to-video
  - longlive
  - daydream-scope
base_model: Wan-AI/Wan2.1-T2V-1.3B-Diffusers
---

# biomorphrx — 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** — recommended |
| `biomorphrx_lnglve_1-3B_1750.safetensors` | 1750 | Alt |
| `biomorphrx_lnglve_1-3B_1500.safetensors` | 1500 | Alt |
| `config.yaml` | — | ai-toolkit training config |
| `samples/` | 0–2000 | webp animations every 250 steps × 4 prompts |

## Base model

[Wan-AI/Wan2.1-T2V-1.3B-Diffusers](https://huggingface.co/Wan-AI/Wan2.1-T2V-1.3B-Diffusers) — 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 (832×480, 16 fps, 77 frames — 4k+1 Wan VAE rule)
- **Captions:** 100% unique, combinatorial generation (`FORM × COLOR × BACKGROUND × 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](https://github.com/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: **832×480**. 77 frames at 16 fps. LongLive is autoregressive — long output comes from rollout, not training clip length.