๐Ÿ“ŸWan2.2 I2V/FFLF Small Workflow

์„ธ๋ถ€ ์ •๋ณด

ํŒŒ์ผ ๋‹ค์šด๋กœ๋“œ

๋ชจ๋ธ ์„ค๋ช…

ํ™”๋ฉด์— ๊ฑฐ์˜ ๋งž์•„๋–จ์–ด์ง€๋Š” ์ž‘์€ ์›Œํฌํ”Œ๋กœ์šฐ.
๋ช‡ ์ฃผ ์ „๋ถ€ํ„ฐ ์ด ์›Œํฌํ”Œ๋กœ์šฐ ๋””์ž์ธ ์•„์ด๋””์–ด๋ฅผ ๊ฐ€์ง€๊ณ  ์žˆ์—ˆ์ฃ . ์„œ๋ธŒ๊ทธ๋ž˜ํ”„์˜ ์ž ์žฌ๋ ฅ์„ ํ™œ์šฉํ•˜๋ฉด ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ๋” ์ž‘๊ฒŒ ์ค„์ผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ถ”๊ฐ€์ ์ธ ์›€์ง์ž„์„ ์ฆ๊ฐ€์‹œํ‚ค๋Š” ๋ฐ ๋„์›€์ด ๋˜๋Š” Painter ๋…ธ๋“œ๋ฅผ ํฌํ•จํ•œ ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ์ถ”๊ฐ€ํ–ˆ์Šต๋‹ˆ๋‹ค. ๋งŽ์€ ํ…Œ์ŠคํŠธ๋Š” ํ•˜์ง€ ์•Š์•˜์ง€๋งŒ, ์ง์ ‘ ์‹คํ—˜ํ•ด๋ณด์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์›Œํฌํ”Œ๋กœ์šฐ์—๋Š” ๋‹ค์Œ์ด ํฌํ•จ๋ฉ๋‹ˆ๋‹ค:

  • GGUF/Native Safetensor ๋ชจ๋ธ ์›Œํฌํ”Œ๋กœ์šฐ

  • ์ถ”๊ฐ€ ์›€์ง์ž„์„ ์œ„ํ•œ Painter ๋…ธ๋“œ (์šด๋™ ์ง„ํญ) (์ด ๋…ธ๋“œ๋ฅผ ์‚ฌ์šฉํ•œ ์›Œํฌํ”Œ๋กœ์šฐ)

  • Sage Attention

  • Lora Stackers

  • WanNAG ( CFG๊ฐ€ 1์ผ ๋•Œ ๋ถ€์ • ํ”„๋กฌํ”„ํŠธ๋ฅผ ๊ฐ•ํ™”ํ•˜๊ธฐ ์œ„ํ•ด)

  • FPS ์ž๋™ ์ž…๋ ฅ (ํ”„๋ ˆ์ž„ ๋ณด๊ฐ„ ๋ฐ ์†๋„ ๊ธฐ๋ฐ˜)

  • ํ›„์ฒ˜๋ฆฌ:

    1. ํ”„๋ ˆ์ž„ ๋ณด๊ฐ„

    2. ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•œ ์—…์Šค์ผ€์ผ๋Ÿฌ

    3. ํ”„๋ ˆ์ž„ ํŠธ๋ฆฌ๋ฐ

    4. ์ˆ˜๋™์œผ๋กœ FPS ์กฐ์ • (์ž๋™ FPS ์ž…๋ ฅ ๋ฐ ์†๋„ ์กฐ์ •์„ ๋ฎ์–ด์”๋‹ˆ๋‹ค)

    5. ๋น„๋””์˜ค ์„ ๋ช…ํ™”

    6. ๋งˆ์ง€๋ง‰ ํ”„๋ ˆ์ž„ ์ €์žฅ

    7. ํ”„๋ ˆ์ž„ ์„ ํƒ

๐Ÿ“ฒ ๋ชจ๋“  ๋‹ค์šด๋กœ๋“œ ๋งํฌ ๋ฐ ๊ฐ€์ด๋“œ๋Š” ์›Œํฌํ”Œ๋กœ์šฐ ๋‚ด์— ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

์œ„์— ๊ฒŒ์‹œ๋œ ๋™์˜์ƒ์—๋Š” ๋‚ด์žฅ๋œ ์›Œํฌํ”Œ๋กœ์šฐ๊ฐ€ ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. (๋™์˜์ƒ์„ ๋‹ค์šด๋กœ๋“œํ•˜์—ฌ ComfyUI๋กœ ๋“œ๋ž˜๊ทธํ•˜์„ธ์š”)
๋™์˜์ƒ์—์„œ ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ์—ด๋ ค๋ฉด ComfyUI-VideoHelpSuite ์ปค์Šคํ…€ ๋…ธ๋“œ๊ฐ€ ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.


๐Ÿงฉ ComfyUI-GGUF ๋…ธ๋“œ ์„ค์น˜

โš ๏ธ ์ด ์ปค์Šคํ…€ ๋…ธ๋“œ๋Š” ์ตœ์‹  ๋ฒ„์ „์˜ ComfyUI์—์„œ "ํ™•์žฅ ๊ด€๋ฆฌ" ๋งค๋‹ˆ์ €์— ํ‘œ์‹œ๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.

โš ๏ธ ComfyUI๊ฐ€ ์‹คํ–‰ ์ค‘์ผ ๋•Œ๋Š” ์ด ์ž‘์—…์„ ํ•˜์ง€ ๋งˆ์„ธ์š”.

ComfyUI์˜ ์ปค์Šคํ…€ ๋…ธ๋“œ ๋””๋ ‰ํ„ฐ๋ฆฌ๋กœ ์ด๋™ํ•˜์„ธ์š”.
๐Ÿ—‚๏ธ ComfyUI\custom_nodes
์ด ๋””๋ ‰ํ„ฐ๋ฆฌ์— ComfyUI-GGUF๋ฅผ Git์œผ๋กœ ํด๋ก ํ•˜์„ธ์š”.
๋””๋ ‰ํ„ฐ๋ฆฌ์—์„œ ๋งˆ์šฐ์Šค ์˜ค๋ฅธ์ชฝ ๋ฒ„ํŠผ์„ ํด๋ฆญํ•˜๊ณ  "Terminal ์—ด๊ธฐ"๋ฅผ ์„ ํƒํ•˜์„ธ์š”.

๐Ÿ–ฅ๏ธ ๋ฐ์Šคํฌํƒ‘ ๋ฒ„์ „

๋‹ค์Œ์„ ์ž…๋ ฅํ•˜์„ธ์š”:
1:

git clone https://github.com/city96/ComfyUI-GGUF

2:

"C:\Your\Directory\ComfyUI\.venv\Scripts\activate.ps1"

3:

pip install --upgrade gguf

๐Ÿงณ ํฌํ„ฐ๋ธ” ๋ฒ„์ „

ComfyUI ๋””๋ ‰ํ„ฐ๋ฆฌ์˜ "ComfyUI_windows_portable" ํด๋”๋กœ ์ด๋™ํ•˜์„ธ์š” (run_nvidia_gpu.bat ํŒŒ์ผ์ด ์žˆ๋Š” ๊ณณ).
๋””๋ ‰ํ„ฐ๋ฆฌ์—์„œ ๋งˆ์šฐ์Šค ์˜ค๋ฅธ์ชฝ ๋ฒ„ํŠผ์„ ํด๋ฆญํ•˜๊ณ  "Terminal ์—ด๊ธฐ"๋ฅผ ์„ ํƒํ•˜์„ธ์š”.
๋‹ค์Œ์„ ์ž…๋ ฅํ•˜์„ธ์š”:
1:

git clone https://github.com/city96/ComfyUI-GGUF ComfyUI/custom_nodes/ComfyUI-GGUF

2:

.\python_embeded\python.exe -s -m pip install -r .\ComfyUI\custom_nodes\ComfyUI-GGUF\requirements.txt

๐Ÿงฉ ComfyUI-PainterFLF2V ์„ค์น˜ (์ด ๋…ธ๋“œ๋ฅผ ์‚ฌ์šฉํ•œ ์›Œํฌํ”Œ๋กœ์šฐ)

โš ๏ธ ComfyUI๊ฐ€ ์‹คํ–‰ ์ค‘์ผ ๋•Œ๋Š” ์ด ์ž‘์—…์„ ํ•˜์ง€ ๋งˆ์„ธ์š”.

ComfyUI์˜ ์ปค์Šคํ…€ ๋…ธ๋“œ ๋””๋ ‰ํ„ฐ๋ฆฌ๋กœ ์ด๋™ํ•˜์„ธ์š”.
๐Ÿ—‚๏ธ ComfyUI\custom_nodes
์ด ๋””๋ ‰ํ„ฐ๋ฆฌ์— ComfyUI-PainterFLF2V๋ฅผ Git์œผ๋กœ ํด๋ก ํ•˜์„ธ์š”.
๋””๋ ‰ํ„ฐ๋ฆฌ์—์„œ ๋งˆ์šฐ์Šค ์˜ค๋ฅธ์ชฝ ๋ฒ„ํŠผ์„ ํด๋ฆญํ•˜๊ณ  "Terminal ์—ด๊ธฐ"๋ฅผ ์„ ํƒํ•˜์„ธ์š”.

๋‹ค์Œ์„ ์ž…๋ ฅํ•˜์„ธ์š”:

git clone https://github.com/princepainter/Comfyui-PainterFLF2V.git

๐Ÿงฉ ์›Œํฌํ”Œ๋กœ์šฐ์— ํฌํ•จ๋œ ์ปค์Šคํ…€ ๋…ธ๋“œ:

- ComfyUI-GGUF (GGUF ์›Œํฌํ”Œ๋กœ์šฐ์šฉ)
- rgthree-comfy
- ComfyUI-East-Use
- ComfyUI-KJNodes
- ComfyUI-VideoHelpSuite
- ComfyUI-essentials
- ComfyUI-Frame-Interpolation
- ComfyUI-PainterFLF2V (Painter ์›Œํฌํ”Œ๋กœ์šฐ ์ „์šฉ)

์ด ๋ชจ๋ธ๋กœ ๋งŒ๋“  ์ด๋ฏธ์ง€

์ด๋ฏธ์ง€๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.