3D-CGI-Anima

About the Modelv2 is a complete retrain. Where v1 was a "CGI enhancer" that worked best stacked on top of other 3D LoRAs, v2 is the renderer itself: use it alone, at full weight, and it takes over how the image is lit and shaded.The target look is a modern offline raytraced character render — Cycles / Octane / RE Engine class: real sub-surface scattering on skin, visible veins, sweat and wet specular highlights, physically based lighting with deep shadows and practical light sources, sharp fabric and hair micro-detail. Anatomy and character features stay yours; the LoRA only decides how they are rendered.Trained on 1,314 hand-curated images, all from the same render language — no cel-shaded / game-CG / Koikatsu / MMD mixed in, which is exactly what kept v1 halfway between anime and 3D. Sources were selected by artist rather than by tag, re-fetched at full resolution (1400 px+), signature-cropped and de-duplicated. It is an NSFW-first dataset (~94% explicit/nsfw); SFW works, but that's not where the data is.Works with the Anima turbo LoRA.---### How to Use & Prompting Strategy* Primary Trigger Word: @lllsuperlllcgi (same as v1)* Style Anchors (Required): 3d, realistic, photo (medium) — these were in every training caption and carry part of the style. Put them right after the trigger.* Rating tag second: start the prompt with newest, explicit / nsfw / sensitive / safe. The set is mostly explicit and nsfw; those two also push the render hardest.* Describe, don't name. Characters were captioned by appearance only (hair, eyes, outfit), never by name — so describe the look; character LoRAs stack fine.* Do not stack v1 or other style LoRAs. Do not use (blender (medium)) or cgi anchors from v1 — they were deliberately left out of v2 captions.Prompt skeleton:> newest, explicit, @lllsuperlllcgi, 3d, realistic, photo (medium), 1girl, brown hair, ponytail, green eyes, freckles, nude, sitting on bed, dim bedroom, warm lamp light, sweat, looking at viewer---### Recommended Generation Settings* LoRA Weight: 1.0 (0.8–1.0). This is not an enhancer — run it at full strength.* Base Model: WAI-ANIMA v1.0 (trained on it). Anima v1.0 Base also works.* Sampler: er_sde + beta for maximum skin/fabric micro-detail; euler a + normal for a cleaner, softer CGI look — the style holds on both.* Steps: 28 – 35* CFG Scale: 3.0 – 3.5 (keep it low — flow model)* Shift: 3.0* Resolution: 832×1216 / 1024×1024 and up* Negative Prompt:> worst quality, low quality, blurry, jpeg artifacts, lowres, watermark, signature, text, censored, bad hands, anime, flat colorAmateur Filter from v1 (sharpen 0.01 / desaturation 0.85 / grain 0.02) still helps on euler a to kill the last of the AI sheen; on er_sde it is usually unnecessary.---### Training (v2)* Base: WAI-ANIMA v1.0 · LoRA rank 32 / alpha 32 · LR 1e-4, bf16* 1,314 images at 1024 with aspect buckets · batch 4 · 8 epochs = 2,712 steps* Captions: WD ViT-Large tagger v3 + trigger, 6 pinned tokens, shuffled, 10% tag dropout* Text encoder and LLM adapter frozen* Three configs were trained side by side (LoKr r64 @1e-4, LoKr r64 @2e-4, LoRA r32 @1e-4) and compared on a fixed grid against v1 on both samplers; LoKr @2e-4 diverged mid-run. This release is the LoRA r32 run at epoch 8 — the most stable trajectory, lowest final loss, best prompt adherence.---### v1 vs v2* Role — v1: enhancer, stack with other 3D LoRAs → v2: standalone renderer* Weight — v1: 0.7–0.9 → v2: 1.0* Dataset — v1: ~120 images, preview resolution, mixed styles → v2: 1,314 images, 1400 px+, one render language* Anchors — v1: cgi, (blender (medium):0.7) → v2: 3d, realistic, photo (medium)* Best sampler — v1: DPM2 / Euler + Karras → v2: er_sde + beta / euler a + normal