LTX2.3_FLF2V Simple Workflow v2 (distille model)

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モデル説明

LTX2.3_FLF2V_Mod simple workflow v2

Added gemma-3-12b-it-abliterated_heretic_lora_rank64_bf16.safetensors

gemma-3-12b-it-abliterated_heretic_lora_rank64_bf16.safetensors

Note: The ComfyUI-LTXVideo node does not work with PyTorch Version 2.12.0+cu130.


LTX2.3_FLF2V_Mod simple workflow v1

FLF2V (First-Last Frame Video Generation) suitable for short clips.

This is a ComfyUI template workflow-based mod.

Includes subgraphs and standard workflows.

This workflow supported

high-speed upscaling of RTX Video Super Resolution

The initial scale value is "2"(Within a subgraph node)

The workflow incorporates ideas from matros99, thank you!


Custom Nodes

https://github.com/Lightricks/ComfyUI-LTXVideo

https://github.com/rgthree/rgthree-comfy

https://github.com/kijai/ComfyUI-KJNodes

https://github.com/yolain/ComfyUI-Easy-Use

https://github.com/Comfy-Org/Nvidia_RTX_Nodes_ComfyUI


checkpoints

text_encoders


tested on :ComfyUI version: 0.16.4, Python: 3.12.12, pytorch : 2.10.0+cu130

Geforce RTX5060Ti16GB, 64GB RAM

Note : For example, longer videos, such as 20 seconds long, resulted in an OOM error.


In my method,

For a consistent FLF image, I believe the key is to prepare a final image that maintains the consistency of the first image.

First, prepare the first image.

This qwen-image-edit2511 workflow creates a different situation.

image_qwen_image_edit_2511_Multiangle Camera Workflow - v2.0 | Qwen Workflows | Civitai

For now, I'll turn off camera control and keep Lora.

Adjust Lora's strength as needed.

prompt

Black and white photograph,  woman leaning forward over a wooden table at a street food stall, arched back, hands on the table, looking back over her shoulder with a happy open-mouth smile, In the background, a man standing very close behind her, his hand stroking and groping her buttocks, large close-up view of the man, he is smiling lewdly with his tongue sticking out, leaning his face cheek-to-cheek against the woman's cheek,
black and white

We'll use FLF with these two images.

- keeping the character in the frame centered.
- The Static camera, 
- The woman is staring intently, smiling, she slowly grinds her hips seductively. The woman strikes a pose that emphasizes her buttocks.
- The fat man stroked his chin, let out an exaggerated sigh and made an OMG gesture.
- The man approaches, skipping along and says loudly, "Wow! Looks delicious sweet bun, hehehe"The man nodded while looking at the woman's buttocks.
- The man lewdly strokes and grabs the woman's buttocks and performs sexual acts on her, causing her to let out sexy moans.The woman lets out a sexy moan.The man was shaking his hips
- Then The woman whispers with sweet whisper,"It's soft and juicy inside..."
- They have an broken english with a chinese pronunciation.
- Music: traditional Chinese, Comedic, lighthearted music, trumpet

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