BackGwa/Character-LoRA-Anima

Overview

This research extends the Character-LoRA project based on the Anima model, focusing on research and testing with the BACKGWA character. The original SDXL-based model is Character-LoRA (BACKGWA), and the related research repository is BackGwa/Character-LoRA.

Please note that Anima differs from the original research in several aspects, including dataset labeling, training configuration, and other setup details. Therefore, this repository and model should be understood as a separate Anima-based research and testing project, rather than a direct continuation of the original SDXL-based model.

Disclaimer

• This LoRA may be used freely for the user's own creative purposes. However, all copyright issues, legal responsibilities, and social or ethical consequences arising from any images, videos, or other outputs generated using this LoRA remain solely with the user.
• Users must ensure that generated outputs do not infringe upon the rights, reputation, or creative works of the original artist, character rights holder, or any third party.
• The creation and use of SFW and NSFW outputs are entirely at the user's own discretion and responsibility. The creator, distributor, and maintainer of this LoRA bear no responsibility or obligation regarding such outputs.
• By using this LoRA, the user assumes full and exclusive responsibility for any legal disputes, social issues, infringement of third-party rights, defamation, or unlawful acts that may arise.
• Users must comply with all applicable laws, platform rules, and ethical standards in their country or region when using this LoRA. Any consequences resulting from violations of such laws, rules, or standards shall be borne solely by the user.
• Under no circumstances shall the creator, distributor, or maintainer of this LoRA be liable for any direct, indirect, incidental, special, or consequential damages arising from the use or inability to use this LoRA.
• Redistribution of this LoRA by third parties is prohibited in principle. However, it may be permitted if the original creator is clearly credited and proper attribution is provided.

Trigger Word

Use the trigger word below to activate the BACKGWA character. You can add extra prompts for outfit, expression, pose, background, or composition as needed.

backgwa

Usage

This LoRA was designed for use with Anima-based model environments. For the most stable and consistent results, it is recommended to use it with the anima-base-v1.0 model.

Preview

Prompt

newest, year2025, masterpiece, best quality, highres, absurdres, score_9, score_8, score_7, safe, backgwa, solo, looking at viewer

Negative Prompt

worst quality, low quality, lowres, score_1, score_2, score_3, low score, bad score, average score, bad anatomy, bad hands, bad proportions, mutated, deformed, malformed, extra digits, fewer digits, missing fingers, fused fingers, extra arms, extra legs, missing arms, missing legs, unfinished, work-in-progress, jpeg artifacts, compression artifacts, pixelated, noisy, blurry, watermark, username, signature, text, error, multiple views, cropped, out of frame, letterboxed, sepia, monochrome, greyscale, blank

Prompt

newest, year2025, masterpiece, best quality, highres, absurdres, score_9, score_8, score_7, safe, backgwa, solo, looking at viewer

Negative Prompt

worst quality, low quality, lowres, score_1, score_2, score_3, low score, bad score, average score, bad anatomy, bad hands, bad proportions, mutated, deformed, malformed, extra digits, fewer digits, missing fingers, fused fingers, extra arms, extra legs, missing arms, missing legs, unfinished, work-in-progress, jpeg artifacts, compression artifacts, pixelated, noisy, blurry, watermark, username, signature, text, error, multiple views, cropped, out of frame, letterboxed, sepia, monochrome, greyscale, blank

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Training

Parameter	Setting
Base Model	anima-base-v1.0
Dataset Size	48 images
Epochs	50
Learning Rate	1e-5
Sigmoid Scale	1.0
Resolution	1024x1024

Research Repository

The research document and related materials are available at: BackGwa/Character-LoRA

License

The LoRA model is released under the circlestone-labs-non-commercial-license.
The research document and repository materials are released under the MIT License, unless otherwise specified.