| --- |
| 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. |
|
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| ## Trigger |
|
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| `biomorphrx` |
|
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| ## 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 | |
|
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| ## Base model |
|
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| [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. |
|
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| ## Training |
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| - **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) |
|
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| ## 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 |
| ``` |
|
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| Native resolution: **832×480**. 77 frames at 16 fps. LongLive is autoregressive — long output comes from rollout, not training clip length. |
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|
