anima-humanize-composition-r64-v1

Anima Humanize Composition LoRA r64 v1

An experimental LoRA for circlestone-labs/Anima.

It is intended to make Anima outputs easier to use as character-focused cover illustrations: clearer focal placement, stronger page balance, and fewer awkward crops.

Model File

anima_humanize_composition_r64_v1.safetensors

Recommended Use

LoRA strength: 1.0

Example ComfyUI stack:

Base model: Anima
This LoRA: 1.0
Resolution used in examples: 720 x 1024
Sampler used in examples: er_sde, simple scheduler
Steps / CFG used in examples: 28 / 3.0

Prompt Format

Positive prompt:

newest, year2024, year 2025, (masterpiece, best quality, score_8:0.85), highres, absurdres, sensitive, safe, novel cover, good composition, detailed background, face focus, (animated, dynamic pose:0.1), @artist_tag_1, @artist_tag_2, @artist_tag_3, @artist_tag_4, @artist_tag_5. cover-derived caption

Negative prompt:

(expanded view:1.3), (bad composition, cropped, bad crop:1.3), (ai generated:1.3), comic panel, chibi, (worst quality), low quality, cropped, (score_1), score_2, score_3, unfinished, work-in-progress, blank, letterboxed, (blurry, jpeg artifacts, lowres:1.1) mutated, (extra digit:1.4), artist name, logo, messy, crowded, multiple others, cartoon style, old, year 2012, year 2013, year 2014, year 2015, extra digits, (malformed hands:1.5), sepia, old, oldest, old photo, dull, big black navel, furry, anthro, extra toes,

Example Prompt

Positive:

newest, year2024, year 2025, (masterpiece, best quality, score_8:0.85), highres, absurdres, sensitive, safe, novel cover, good composition, detailed background, face focus, (animated, dynamic pose:0.1), @onegingek, @noes, @zhengqi_zhizi_sg, @kingchenxi, @tokunou_shoutarou. A glossy rendering in an ornate style shows a young man seated on a dark couch near a tall window, framed from a slightly elevated three-quarter view with his clasped hands resting above a vertical sword. The scene uses vivid colors, glowing lighting, dynamic effects, and a complex cityscape background with bright sky, clouds, sun flares, and sparkling highlights around the foreground.

Negative:

(expanded view:1.3), (bad composition, cropped, bad crop:1.3), (ai generated:1.3), comic panel, chibi, (worst quality), low quality, cropped, (score_1), score_2, score_3, unfinished, work-in-progress, blank, letterboxed, (blurry, jpeg artifacts, lowres:1.1) mutated, (extra digit:1.4), artist name, logo, messy, crowded, multiple others, cartoon style, old, year 2012, year 2013, year 2014, year 2015, extra digits, (malformed hands:1.5), sepia, old, oldest, old photo, dull, big black navel, furry, anthro, extra toes,

Additional example prompts and seeds are included in examples.json.

Comparisons

The examples below compare Anima alone against the same prompt and seed with this LoRA at strength 1.0.

What To Expect

This LoRA tends to:

• Pull the main subject into a clearer cover-ready focal position.
• Favor more deliberate vertical page composition.
• Reduce weak staging or off-balance framing.
• Keep character-focused prompts easier to read at a glance.

It may also:

• Change pose, camera distance, or foreground emphasis more than expected.
• Make the subject more dominant in the image.
• Require seed-by-seed checking for prompts with strict object placement.

License

This LoRA is a derivative work of Anima and follows the licensing constraints of the base model. Please refer to the Anima model page and its CircleStone Labs non-commercial license before use.

This model is intended for research and non-commercial personal experimentation.

Disclaimer

This is an experimental composition-control LoRA. It does not guarantee better results for every prompt, seed, aspect ratio, or sampler.