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SWARAJ-42/ltx_2_3_attack_animation_lora

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ltx23attackanimation_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

[image]<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>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</details>[image]<br><details style="max-width: 300px; margin: auto;"><summary>Prompt</summary>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</details>

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:

  1. 1.Copy your trained LoRA checkpoint (.safetensors file) to the models/loras folder in your ComfyUI installation.
  2. 2.In your ComfyUI workflow:
  3. 3.Add the "Load LoRA" node to choose your LoRA file
  4. 4.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