Initial curated collection of Anima DiT LoRAs

README.md

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+---
+license: other
+tags:
+- text-to-image
+- lora
+- anima
+- cosmos-dit
+- anime
+---
+
+# Curated Diffusion LoRAs (`ruwwww/diffusion_loras`)
+
+A curated collection of production-grade Character & Concept LoRAs trained for **Anima Cosmos 2 DiT** using the golden fastpath recipe (Triton FP8 direct backward, selective gradient checkpointing, and decoupled tag architectures).
+
+Unlike raw training dumps, **only sweet-spot epochs** (pre-overfitting, tested for high style-flexibility and anatomy retention) are published here.
+
+---
+
+## Model Catalog
+
+| Character / Subject | Curated Epoch | Primary Trigger | Key Signature / Tags | Path |
+| :--- | :--- | :--- | :--- | :--- |
+| **Asherah (Shin Megami Tensei)** | Epoch 10 (5k steps) | `smtasherah` | Tribal circuit tattoos, glowing amber eye | `anima/smt_asherah/` |
+| **Hirara (Mobile Legends: Bang Bang)** | Epoch 5 (3.6k steps) | `hirara` | Chest sarashi, leaf fan, folding fan, wing drapes | `anima/hirara_mlbb/` |
+| **Mata Hari (Majo Taisen)** | Epoch 5 (1.25k steps) | `mata-hari` | Diamond forehead mark, cutouts bodysuit, curls | `anima/mata_hari/` |
+| **Kekko Kamen (Go Nagai)** | Epoch 5 (Sweet spot) | `kekkocrypt` | Red mask, red gloves, boots, modular `unmasking` | `anima/kekko_kamen/` |
+| **Supergirl / Kara Zor-El** | Epoch 10 (Prodigy) | `sashakara` | Pixie cut, House of El crest, red cape | `anima/supergirl_flash/` |
+| **Atlant Mera (DC Comics)** | Epoch 5 (Decoupled) | `atlantmera` | Emerald scaled bodysuit, golden tiara, aqua eyes | `anima/atlant_mera/` |
+| **Shemira (AFK Journey)** | Epoch 5 (Fixed) | `shemira` | Curved horns, eye visor, single green eye, mint hair | `anima/shemira_afk/` |
+| **Belo Betty (One Piece)** | Epoch 5 | `belobetty` | Top hat, goggles, sunglasses, open red jacket | `anima/belobetty/` |
+| **Burstinatrix (Yu-Gi-Oh!)** | Epoch 7 | `burstinatrix` | Red hero suit, black hair, golden bangles, fire | `anima/burstinatrix/` |
+
+---
+
+## Recommended Inference Parameters
+
+* **Base Model:** Anima Cosmos 2 DiT (`anima-base-v1.0.safetensors`)
+* **Text Encoder:** Qwen3-0.6B (`qwen_3_06b_base.safetensors`)
+* **VAE:** Qwen Image VAE (`qwen_image_vae.safetensors`)
+* **Sampler:** `er_sde`
+* **Scheduler:** `simple`
+* **Steps:** 30
+* **CFG Scale:** 4.0
+* **Style Anchor:** Prepend `@ratatatat74` in positive prompt for high-contrast illustrative cel-shading.

anima/atlant_mera/README.md

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+# Mera (DC Comics - Decoupled Atlantis Retrain) — Anima DiT LoRA
+
+- **Base Model:** Anima Pencil-XL / Anima Cosmos 2 DiT
+- **Curated Epoch:** Epoch 5 (Decoupled)
+- **Primary Trigger:** `atlantmera`
+- **Dataset:** Curated decoupled dataset
+- **Character Traits:** Crimson red hair, aqua eyes, golden crown tiara, green scaled bodysuit armor.
+
+## Recommended Generation Settings (ComfyUI)
+
+- **LoRA Strength:** `1.0` (or `0.8 - 1.0`)
+- **Sampler:** `er_sde`
+- **Scheduler:** `simple`
+- **Steps:** `30`
+- **CFG Scale:** `4.0`
+- **Resolution:** `832 x 1216` (portrait) or `1216 x 832` (landscape)
+
+## Recommended Prompt Template
+
+```text
+atlantmera, @ratatatat74, 1girl, solo, long red hair, aqua eyes, golden tiara, emerald green scaled bodysuit, gold trim accents, underwater, glowing caustics, masterpiece
+```
+
+### Negative Prompt
+```text
+worst quality, low quality, bad anatomy, bad hands, missing fingers, deformed, blurry, extra limbs
+```

anima/atlant_mera/atlantmera_ep05.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0d2cb98edf26e902e460fe9251afb93d1f3a051054f4814e3e21a2d11ab5e96b
+size 45986352

anima/belobetty/README.md

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+# Belo Betty (One Piece) — Anima DiT LoRA
+
+- **Base Model:** Anima Pencil-XL / Anima Cosmos 2 DiT
+- **Curated Epoch:** Epoch 5
+- **Primary Trigger:** `belobetty`
+- **Dataset:** Revolutionary Army commander dataset
+- **Character Traits:** Top hat with goggles, sunglasses, red cropped jacket open chest, cigarette.
+
+## Recommended Generation Settings (ComfyUI)
+
+- **LoRA Strength:** `1.0` (or `0.8 - 1.0`)
+- **Sampler:** `er_sde`
+- **Scheduler:** `simple`
+- **Steps:** `30`
+- **CFG Scale:** `4.0`
+- **Resolution:** `832 x 1216` (portrait) or `1216 x 832` (landscape)
+
+## Recommended Prompt Template
+
+```text
+belobetty, @ratatatat74, 1girl, solo, top hat, goggles on hat, sunglasses, red open jacket, tie, cigarette, smirk, masterpiece
+```
+
+### Negative Prompt
+```text
+worst quality, low quality, bad anatomy, bad hands, missing fingers, deformed, blurry, extra limbs
+```

anima/belobetty/belobetty_ep05.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:41b0ddff0dd6ed1a182c4341f1c8021a8037dad5d27e029afe1b847b8d2ddfb7
+size 45985704

anima/burstinatrix/README.md

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+# Elemental HERO Burstinatrix (Yu-Gi-Oh!) — Anima DiT LoRA
+
+- **Base Model:** Anima Pencil-XL / Anima Cosmos 2 DiT
+- **Curated Epoch:** Epoch 7
+- **Primary Trigger:** `burstinatrix`
+- **Dataset:** Elemental HERO dataset
+- **Character Traits:** Red demon/hero suit, black hair, golden bangles, flames.
+
+## Recommended Generation Settings (ComfyUI)
+
+- **LoRA Strength:** `1.0` (or `0.8 - 1.0`)
+- **Sampler:** `er_sde`
+- **Scheduler:** `simple`
+- **Steps:** `30`
+- **CFG Scale:** `4.0`
+- **Resolution:** `832 x 1216` (portrait) or `1216 x 832` (landscape)
+
+## Recommended Prompt Template
+
+```text
+burstinatrix, @ratatatat74, 1girl, solo, red spandex bodysuit, long black hair, golden armlets, fire effects, dynamic pose, masterpiece
+```
+
+### Negative Prompt
+```text
+worst quality, low quality, bad anatomy, bad hands, missing fingers, deformed, blurry, extra limbs
+```

anima/burstinatrix/burstinatrix_ep07.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e662e87ea42bcec5431cd5bf409ffe34c7323979db2dd33ea1a0032834788e3
+size 45985728

anima/hirara_mlbb/README.md

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+# Hirara (Mobile Legends: Bang Bang) — Anima DiT LoRA
+
+- **Base Model:** Anima Pencil-XL / Anima Cosmos 2 DiT
+- **Curated Epoch:** Epoch 5 (3,600 steps)
+- **Primary Trigger:** `hirara`
+- **Dataset:** 72 images curated
+- **Character Traits:** Short blue hair, chest sarashi, detached sleeves, wings/hip drapes, holding red leaf fan and folding fan.
+
+## Recommended Generation Settings (ComfyUI)
+
+- **LoRA Strength:** `1.0` (or `0.8 - 1.0`)
+- **Sampler:** `er_sde`
+- **Scheduler:** `simple`
+- **Steps:** `30`
+- **CFG Scale:** `4.0`
+- **Resolution:** `832 x 1216` (portrait) or `1216 x 832` (landscape)
+
+## Recommended Prompt Template
+
+```text
+hirara, @ratatatat74, 1girl, solo, full_body, looking_at_viewer, short blue hair, hair_stick, bare_shoulders, chest_sarashi, black elbow_gloves, wings, light blue wing-like hip drapes, sash, dual_wielding, holding hand_fan, folding_fan, red leaf fan, masterpiece
+```
+
+### Negative Prompt
+```text
+worst quality, low quality, bad anatomy, bad hands, missing fingers, deformed, blurry, extra limbs
+```

anima/hirara_mlbb/hirara_ep05.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5af7086669c2b6777e3eeb3d885e6dabaece816820b0c181f46aab95c80e78bc
+size 45987840

anima/kekko_kamen/README.md

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+# Kekko Kamen (Go Nagai) — Anima DiT LoRA
+
+- **Base Model:** Anima Pencil-XL / Anima Cosmos 2 DiT
+- **Curated Epoch:** Epoch 5 (Sweet spot, pre-overfit)
+- **Primary Trigger:** `kekkocrypt`
+- **Dataset:** 41 images (34 masked + 7 unmasking)
+- **Character Traits:** Red mask/cowl with eyeholes, red elbow gloves, red knee boots, red scarf. Modular `unmasking` tag.
+
+## Recommended Generation Settings (ComfyUI)
+
+- **LoRA Strength:** `1.0` (or `0.8 - 1.0`)
+- **Sampler:** `er_sde`
+- **Scheduler:** `simple`
+- **Steps:** `30`
+- **CFG Scale:** `4.0`
+- **Resolution:** `832 x 1216` (portrait) or `1216 x 832` (landscape)
+
+## Recommended Prompt Template
+
+```text
+kekkocrypt, @ratatatat74, 1girl, solo, red_mask, mask, red_gloves, knee_boots, red_scarf, nude, large_breasts, confident smirk, masterpiece
+```
+
+### Negative Prompt
+```text
+worst quality, low quality, bad anatomy, bad hands, missing fingers, deformed, blurry, extra limbs
+```

anima/kekko_kamen/kekkocrypt_ep05.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:159530cf5c1e2ae020e2061d3f45bce4f187d083e88ea31c6012c8cb89f887c2
+size 45987344

anima/mata_hari/README.md

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+# Mata Hari (Majo Taisen: The War of Greedy Witches) — Anima DiT LoRA
+
+- **Base Model:** Anima Pencil-XL / Anima Cosmos 2 DiT
+- **Curated Epoch:** Epoch 5 (1,250 steps)
+- **Primary Trigger:** `mata-hari`
+- **Dataset:** 25 images curated (weapons excluded)
+- **Character Traits:** Diamond forehead mark, slicked-back dark curls, skintight bodysuit with center cleavage opening and navel cutout.
+
+## Recommended Generation Settings (ComfyUI)
+
+- **LoRA Strength:** `1.0` (or `0.8 - 1.0`)
+- **Sampler:** `er_sde`
+- **Scheduler:** `simple`
+- **Steps:** `30`
+- **CFG Scale:** `4.0`
+- **Resolution:** `832 x 1216` (portrait) or `1216 x 832` (landscape)
+
+## Recommended Prompt Template
+
+```text
+mata-hari, @ratatatat74, 1girl, solo, cowboy_shot, looking_at_viewer, pink diamond mark on forehead, slicked-back dark hair cascading into voluminous curls, dangling earrings, dark purple bodysuit, cleavage cutout, center opening, navel, masterpiece
+```
+
+### Negative Prompt
+```text
+worst quality, low quality, bad anatomy, bad hands, missing fingers, deformed, blurry, extra limbs
+```

anima/mata_hari/mata_hari_ep05.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16c79b98575d0a06b232ed3ed6b59b0fbaca8d302a91965c91f67a1e00bf16f7
+size 45985096

anima/shemira_afk/README.md

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+# Shemira (AFK Journey) — Anima DiT LoRA
+
+- **Base Model:** Anima Pencil-XL / Anima Cosmos 2 DiT
+- **Curated Epoch:** Epoch 5 (Fixed text-encoder unfreezing)
+- **Primary Trigger:** `shemira`
+- **Dataset:** Curated AFK Journey dataset
+- **Character Traits:** Pale grayish skin, curved horns with green glowing veins, black eye visor with glowing green eye, mint hair.
+
+## Recommended Generation Settings (ComfyUI)
+
+- **LoRA Strength:** `1.0` (or `0.8 - 1.0`)
+- **Sampler:** `er_sde`
+- **Scheduler:** `simple`
+- **Steps:** `30`
+- **CFG Scale:** `4.0`
+- **Resolution:** `832 x 1216` (portrait) or `1216 x 832` (landscape)
+
+## Recommended Prompt Template
+
+```text
+shemira, @ratatatat74, 1girl, solo, pale skin, curved black horns with green veins, ornate black eye visor, single glowing green eye on mask, long mint green hair, gothic black gown, masterpiece
+```
+
+### Negative Prompt
+```text
+worst quality, low quality, bad anatomy, bad hands, missing fingers, deformed, blurry, extra limbs
+```

anima/shemira_afk/shemira_fixed_ep05.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87abca0f8366aab3c1bb2400c64bbdcef055d2995ff175696d2df18052fc5ffc
+size 45985040

anima/smt_asherah/README.md

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+# Asherah (Shin Megami Tensei) — Anima DiT LoRA
+
+- **Base Model:** Anima Pencil-XL / Anima Cosmos 2 DiT
+- **Curated Epoch:** Epoch 10 (5,000 steps)
+- **Primary Trigger:** `smtasherah`
+- **Dataset:** 50 images curated
+- **Character Traits:** Full-body tribal circuit tattoos, long pale blonde hair, single visible amber eye.
+
+## Recommended Generation Settings (ComfyUI)
+
+- **LoRA Strength:** `1.0` (or `0.8 - 1.0`)
+- **Sampler:** `er_sde`
+- **Scheduler:** `simple`
+- **Steps:** `30`
+- **CFG Scale:** `4.0`
+- **Resolution:** `832 x 1216` (portrait) or `1216 x 832` (landscape)
+
+## Recommended Prompt Template
+
+```text
+smtasherah, @ratatatat74, 1girl, solo, looking_at_viewer, hair_over_one_eye, single glowing amber eye, tribal geometric body tattoos, dark background, masterpiece, highest quality
+```
+
+### Negative Prompt
+```text
+worst quality, low quality, bad anatomy, bad hands, missing fingers, deformed, blurry, extra limbs
+```

anima/smt_asherah/smtasherah_anima_50f_ep10.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f9187a2520e638cf0d99ef7c094cd06a5f7cd0398c62444988303293a79e30d
+size 45986688

anima/supergirl_flash/README.md

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+# Supergirl / Kara Zor-El (Sasha Calle) — Anima DiT LoRA
+
+- **Base Model:** Anima Pencil-XL / Anima Cosmos 2 DiT
+- **Curated Epoch:** Epoch 10
+- **Primary Trigger:** `sashakara`
+- **Dataset:** Curated Prodigy run
+- **Character Traits:** Short brown pixie hair, blue suit with red cape and House of El crest.
+
+## Recommended Generation Settings (ComfyUI)
+
+- **LoRA Strength:** `1.0` (or `0.8 - 1.0`)
+- **Sampler:** `er_sde`
+- **Scheduler:** `simple`
+- **Steps:** `30`
+- **CFG Scale:** `4.0`
+- **Resolution:** `832 x 1216` (portrait) or `1216 x 832` (landscape)
+
+## Recommended Prompt Template
+
+```text
+sashakara, @ratatatat74, 1girl, solo, short dark hair, blue eyes, superhero suit, red cape, chest emblem, confident expression, masterpiece
+```
+
+### Negative Prompt
+```text
+worst quality, low quality, bad anatomy, bad hands, missing fingers, deformed, blurry, extra limbs
+```

anima/supergirl_flash/supergirl_sashakara_ep10.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0644a66c05eac99f3ccef1221f690ca9828700eb1d459afd8d1e6e703bffc1e
+size 45985288