Upload 2119841/2455329/README.md with huggingface_hub

2119841/2455329/README.md

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-
 ---
 license: other
 tags:
-- civitai
+- flff
+- i2v
+- looping
+- tool
+- wan
 ---
+
+# Wan 2.2 I2V - Multi First-to-Last-Frame (FFLF) video. Automated, Easy, Looping, Multi-Prompting. - v2.0 - 2455329
+
+**Model Type**: Workflows
+
+**Base Model**: Wan Video 2.2 I2V-A14B
+
+**Trigger Words**: None
+
+**Tags**: flff, i2v, looping, tool, wan
+
+## Gallery
+
+<table>
+  <tr>
+    <td><video src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9d527d17-92f5-46dd-9100-9d09aa075b60/original=true/112141283.mp4" width="200" controls muted autoplay loop></video></td>
+    <td><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/21e44574-8822-4297-80dc-a284403eee5c/original=true/112141396.jpeg" width="200"></td>
+    <td><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/bcd4555c-e95f-47bf-acfd-4f8bac3efbfe/original=true/112141446.jpeg" width="200"></td>
+  </tr>
+</table>
+
+## Description
+
+Initially built with photoshootings and music video clips in mind, the workflow actually **automates the production of any type of long cinematic sequence**. If you have a story to tell with your pictures, this is the workflow you need.
+
+Main Features
+-------------
+
+* Fully automated from start to end.
+* Handles from 2 to a potentially unlimited number source pictures.
+* Flexible prompting.
+* Flexible video lengths (v2).
+* Increased generation speed (v2).
+* Can produce looping and non-looping videos.
+* Works on 12GB VRAM cards and higher.
+
+Getting Started
+---------------
+
+1. Replace the models, clip, and LoRas by those you usually use.
+2. Set the folder location of your pictures, in the node *Load Images from Folder (KJ)*.
+3. Set the outputs width and length(s).
+4. Write your prompt(s)
+5. Click "Run".
+
+Usage & Tips
+------------
+
+By default, the **same prompt** is used for all generations, but you can use **different prompts** instead, by connecting the *Concatenate* node to the *Positive Prompt* node.
+
+If Wan makes unwanted **hard cuts**, it probably means there is too much "distance" between the start and the end frame. You can increase the number of frames, increase the number of steps, and/or increase the lightx2v LoRas strength to avoid that effect, to a certain extent. On the contrary, if the character barely moves, decrease the number of frames to make him move faster.
+
+(v1) For a **non-looping** video, disconnect the *count* connector in the *Load Images From Folder (KJ) node* from the *total* connector in the *For Loop Start* node, and set the *total* as “number of images - 1”.
+
+Images are **sorted by name**, so if you need to rename your images, remember that “10” comes before “9” (and before “2”), but “09” comes before “10”.
+
+An example prompt is provided, but feel free to **experiment** alternative prompts and settings. Enjoy, and if you are satisfied with the result, post your best takes.
+
+Custom Nodes
+------------
+
+**Required**
+
+* [ComfyUI-Easy-Use](https://github.com/yolain/ComfyUI-Easy-Use)
+* [ComfyUI-KJNodes](https://github.com/kijai/ComfyUI-KJNodes)
+* [ComfyUI-VideoHelperSuite](https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite)
+* [RES4LYF](https://github.com/ClownsharkBatwing/RES4LYF) (v2)
+
+**Optional**
+
+* [ComfyUI-Impact-Pack](https://github.com/ltdrdata/ComfyUI-Impact-Pack) (for multi-prompting) (v1)
+* [ComfyUI-GIMM-VFI](https://github.com/kijai/ComfyUI-GIMM-VFI) (for interpolation)
+
+Models Used
+-----------
+
+**Wan 2.2 14B I2V**, Quantized:
+
+• <https://huggingface.co/QuantStack/Wan2.2-I2V-A14B-GGUF/tree/main>
+
+**Lightx2v** LoRas :
+
+• <https://civitai.com/models/1585622?modelVersionId=2361379>
+
+• <https://civitai.com/models/1585622?modelVersionId=2014449>
+
+**Fun** LoRa:
+
+• <https://huggingface.co/alibaba-pai/Wan2.2-Fun-Reward-LoRAs/tree/main>
+
+---
+
 Author: [qdr1en](https://civitai.com/user/qdr1en)
 
-Model: [https://civitai.com/models/2119841?modelVersionId=2455329](https://civitai.com/models/2119841?modelVersionId=2455329)
+Model: [CivitAI Model Page](https://civitai.com/models/2119841?modelVersionId=2455329)
+
+Archive: [CivArchive Page](https://civarchive.com/models/2119841?modelVersionId=2455329)
 
-Mirror: [https://civarchive.com/models/2119841?modelVersionId=2455329](https://civarchive.com/models/2119841?modelVersionId=2455329)
+<!-- Version: 20260502_upload -->