ltx_2_3_attack_animation_lora

This is a fine-tuned version of ltx-2.3-22b-dev.safetensors trained on custom data.

Model Details

Base Model: ltx-2.3-22b-dev.safetensors
Training Type: LoRA fine-tuning
Training Steps: 5000
Learning Rate: 0.0001
Batch Size: 1

Sample Outputs


Prompt PBmcK7uc, 2D character animation, side view, a bald male figure in a green bomber jacket and dark pants positions himself in a wide and steady stance, gripping a handgun firmly with both hands while slightly leaning forward; his arms extend straight outward as he fires the weapon, causing a bright muzzle flash, then calmly retracts his arms back while maintaining focus and poise, resetting to his ready position in fluid and deliberate motion, all displayed on a solid #54645b background.
COLOR PALLET USED: #54635B, #54645B, #54645A, #171719, #17171A, #A67D52, #CDB07B, #A77D52, #CCB078, #A67D51, #CCB07B, #EDCE93, #ECCE92, #A77D51, #CDB079, #CCB07A, #F6DFC7, #F7E0C7, #EBCE93, #ECCD93, #C7BB5E, #F7E0C6, #CABB5D, #F6E0C5, #F6E3CC, #DCD571, #EFE49A, #F0ED9F, #ECE47C, #EBDA85, #815036, #7E5036, #B8B85F, #BCA45A, #894B34, #9AA458, #7F4F35, #A18147, #E8D972, #F7E5BF, #D6C675, #2B2A28, #2F2B27, #2C2A28, #5B523E, #399A6B, #F8FAEF, #F6E8B9, #36C094, #5B523D, #5C523E, #36744B, #131B22, #89934C, #141B22, #E1D772, #F1F2A7, #868F47, #F8E8BC, #F8F7E7, #30414C, #646770, #AAC270, #90A35B, #2F404D, #646870, #A6B86D, #8F938E, #62392C, #646871, #2F404C, #C9C8CE, #8E919C, #8A8A8B, #BBC27F, #8D9B55, #D5D4D4, #A2AD93, #5D653C, #CFCDCE, #8D909C, #1B262E, #C8C7CD, #8F919A, #CACBD2, #8D9283, #E3D471, #B79C51, #36E5C9, #36E6C9, #36E5CA, #92EF98, #6DEAAB, #96C466, #81BD83, #96DC8B, #95DD8A, #97B25A, #64754F, #214B37, #214B36, #214B35, #9C813C, #AD924F, #78CB8B, #698252, #07090B, #07090A, #888889, #B4B8B7, #DAD58C, #DBD38E, #878887, #C3C1B3, #B5B4B4, #888888, #B3B6B5, #B5B5B5, #858686, #293937, #283937, #293837, #1A262F, #1A2630, #AC924D, #C5B45A, #9E8141, #C5B558, #A08540, #AE9D4F, #4A5850, #4B5950, #4A584F, #48584F, #49574F, #D9D8D8, #D8D8D8, #D8D8D7, #D7D6D8, #D8D7D8, #D7D7D8, #BEC0BE, #B5BFB4, #C6C6C6, #7F8083, #B6C0B5, #C7C7C7, #C8C7C7, #7C8080, #8E857B, #A9AAAB, #AAAAAB, #A6A199, #404C46, #424F48, #414D46	Prompt PBmcK7uc, 2D character animation, side view, showcasing a dynamic figure in a red outfit initiating a forward lean as they grip their weapon firmly, transitioning into a swift upward arc of their sword creating a glowing blue energy trail; the character maintains a powerful stance as the sword reaches its apex followed by a downward slash completing the motion, their body slightly twisting with momentum, before gracefully returning to a neutral, grounded pose; the detailed movement emphasizes tension and agility, on a solid #bcc0ce background.
COLOR PALLET USED: #BCC0CE, #9BADB7, #CBDBFC, #5FCDE4, #595554, #1893BC, #FCFCFC, #AC3232, #12110E, #EDAC6F, #663931, #45283C, #36332B, #959BB1, #000000

Usage

This model is designed to be used with the LTX-2 (Lightricks Audio-Video) pipeline.

🔌 Using Trained LoRAs in ComfyUI

In order to use the trained LoRA in ComfyUI, follow these steps:

Copy your trained LoRA checkpoint (.safetensors file) to the models/loras folder in your ComfyUI installation.
In your ComfyUI workflow:
- Add the "Load LoRA" node to choose your LoRA file
- Connect it to the "Load Checkpoint" node to apply the LoRA to the base model

You can find reference Text-to-Video (T2V) and Image-to-Video (I2V) workflows in the official LTX-2 repository.

Example Prompts

Example prompts used during validation:

PBmcK7uc, 2D character animation, side view, a bald male figure in a green bomber jacket and dark pants positions himself in a wide and steady stance, gripping a handgun firmly with both hands while slightly leaning forward; his arms extend straight outward as he fires the weapon, causing a bright muzzle flash, then calmly retracts his arms back while maintaining focus and poise, resetting to his ready position in fluid and deliberate motion, all displayed on a solid #54645b background. COLOR PALLET USED: #54635B, #54645B, #54645A, #171719, #17171A, #A67D52, #CDB07B, #A77D52, #CCB078, #A67D51, #CCB07B, #EDCE93, #ECCE92, #A77D51, #CDB079, #CCB07A, #F6DFC7, #F7E0C7, #EBCE93, #ECCD93, #C7BB5E, #F7E0C6, #CABB5D, #F6E0C5, #F6E3CC, #DCD571, #EFE49A, #F0ED9F, #ECE47C, #EBDA85, #815036, #7E5036, #B8B85F, #BCA45A, #894B34, #9AA458, #7F4F35, #A18147, #E8D972, #F7E5BF, #D6C675, #2B2A28, #2F2B27, #2C2A28, #5B523E, #399A6B, #F8FAEF, #F6E8B9, #36C094, #5B523D, #5C523E, #36744B, #131B22, #89934C, #141B22, #E1D772, #F1F2A7, #868F47, #F8E8BC, #F8F7E7, #30414C, #646770, #AAC270, #90A35B, #2F404D, #646870, #A6B86D, #8F938E, #62392C, #646871, #2F404C, #C9C8CE, #8E919C, #8A8A8B, #BBC27F, #8D9B55, #D5D4D4, #A2AD93, #5D653C, #CFCDCE, #8D909C, #1B262E, #C8C7CD, #8F919A, #CACBD2, #8D9283, #E3D471, #B79C51, #36E5C9, #36E6C9, #36E5CA, #92EF98, #6DEAAB, #96C466, #81BD83, #96DC8B, #95DD8A, #97B25A, #64754F, #214B37, #214B36, #214B35, #9C813C, #AD924F, #78CB8B, #698252, #07090B, #07090A, #888889, #B4B8B7, #DAD58C, #DBD38E, #878887, #C3C1B3, #B5B4B4, #888888, #B3B6B5, #B5B5B5, #858686, #293937, #283937, #293837, #1A262F, #1A2630, #AC924D, #C5B45A, #9E8141, #C5B558, #A08540, #AE9D4F, #4A5850, #4B5950, #4A584F, #48584F, #49574F, #D9D8D8, #D8D8D8, #D8D8D7, #D7D6D8, #D8D7D8, #D7D7D8, #BEC0BE, #B5BFB4, #C6C6C6, #7F8083, #B6C0B5, #C7C7C7, #C8C7C7, #7C8080, #8E857B, #A9AAAB, #AAAAAB, #A6A199, #404C46, #424F48, #414D46
PBmcK7uc, 2D character animation, side view, showcasing a dynamic figure in a red outfit initiating a forward lean as they grip their weapon firmly, transitioning into a swift upward arc of their sword creating a glowing blue energy trail; the character maintains a powerful stance as the sword reaches its apex followed by a downward slash completing the motion, their body slightly twisting with momentum, before gracefully returning to a neutral, grounded pose; the detailed movement emphasizes tension and agility, on a solid #bcc0ce background. COLOR PALLET USED: #BCC0CE, #9BADB7, #CBDBFC, #5FCDE4, #595554, #1893BC, #FCFCFC, #AC3232, #12110E, #EDAC6F, #663931, #45283C, #36332B, #959BB1, #000000

This model inherits the license of the base model (ltx-2.3-22b-dev.safetensors).

Acknowledgments

Base model: Lightricks
Trainer: LTX-2

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