add repo README

README.md

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+---
+language: en
+license: apache-2.0
+tags:
+  - lora
+  - wan-2.2
+  - distillation
+  - comfyui
+---
+
+# Wan 2.2 Lightx2v 4-step distillation LoRAs
+
+**Organization:** [WindstormLabs](https://huggingface.co/WindstormLabs)  
+**Used by:** [SceneMachine](https://huggingface.co/SceneMachine)
+
+SceneMachine is a sub-project of Windstorm Labs. This repo hosts shared AI/ML infrastructure used by SceneMachine and reusable by future Windstorm Labs sub-projects.
+
+## What this is
+
+Kijai's Lightx2v 4-step distillation LoRAs for Wan 2.2. Drops sampler from 30 steps to 4 with cfg=1.0 — 8.3× wallclock speedup measured on Wan Animate (844s → 102s/shot). Validated to transfer cleanly to Animate when paired with the correct embed chain + CLIP-ViT-H.
+
+## Upstream source
+
+Primary distribution: https://huggingface.co/Kijai/WanVideo_comfy/tree/main/LoRAs/Wan22_Lightx2v + https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged
+
+This repo is a **mirror**. License terms of the upstream apply unchanged.
+
+**Primary license owner(s):** Kijai (LoRA) / Alibaba (base model Apache-2.0)
+
+## Files
+
+| Filename | Size |
+|---|---|
+| `wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors` | 1.23 GB |
+| `Wan_2_2_I2V_A14B_HIGH_lightx2v_4step_lora_260412_rank_64_fp16.safetensors` | 0.63 GB |
+
+**Total: 1.86 GB**
+
+## Related repos
+
+- The full SceneMachine model stack: search the [SceneMachine HF collection](https://huggingface.co/SceneMachine).
+- Shared encoders and Wan VAE: [`WindstormLabs/wan22-encoders`](https://huggingface.co/WindstormLabs/wan22-encoders).
+- Speed LoRAs: [`WindstormLabs/wan22-loras`](https://huggingface.co/WindstormLabs/wan22-loras).
+
+## Provenance
+
+Mirror created 2026-05-13 from local working copy on the SceneMachine development rig. Hashes preserved via HF's content-addressed storage.
+
+🤖 Repo and README generated by [Claude Code](https://claude.com/claude-code) during a SceneMachine CTO session.