S3YED Lia Content Pipeline
Single source of truth
The canonical Lia Smeraldi identity lives in the bible:
- On Diddy host:
/Users/diddywolf888/.hermes/workspace-diddy/assets/lia/LIA_CHARACTER_BIBLE.md - On Spark mirror:
/home/admin/lia-training/LIA_CHARACTER_BIBLE.md
Active source images (18 originals, 2026-05-25 delivery):
- On Diddy:
/Users/diddywolf888/.hermes/workspace-diddy/assets/lia/original_source_20260525/ - On Spark:
/home/admin/lia-training/originals/
The canonical headshot used by ReActor face-lock is lia_original_source_18.jpg. On Spark this is mirrored at:
/home/admin/ComfyUI/input/lia_refs/lia_canonical_2026_05_25.jpg
The previous left-side/bad image from old face-lock sheet is RETIRED. Do not use it for any new generation, training, or QA.
Pipeline stack on Spark Atlas
| Layer | Model / file | Purpose |
|---|---|---|
| Base checkpoint | ponyRealism_V22MainVAE.safetensors |
NSFW-realism SDXL fine-tune, anatomy-strong |
| Lia LoRA | lia_v2.safetensors (or lia_v1.safetensors) |
Bible-trained identity LoRA, 218MB |
| Film grain LoRA | Analog-Diffusion/ (when stacked) |
Adds 35mm grain texture |
| ControlNet | openpose-sdxl (xinsir) |
Pose lock from reference photo |
| ControlNet | canny-sdxl (xinsir) |
Composition lock from reference |
| ADetailer | face_yolov8n.pt + hand_yolov8n.pt |
Auto face + hand fix |
| ReActor | inswapper_128.onnx + codeformer.pth |
Face-swap with canonical headshot, visibility 1.0, codeformer 0.85 |
| Upscaler | 4x-UltraSharp.pth + RealESRGAN_x4plus.pth |
Post-generation sharpening |
| IP-Adapter | ip-adapter-faceid-plusv2_sdxl.bin |
Optional identity conditioning during generation |
Identity blocks (use verbatim)
Positive identity block
Lia Smeraldi, same adult woman from the active Lia source images,
olive tan skin, light hazel green eyes, thick dark natural eyebrows,
shoulder-length dark brown curly hair with defined loose curls,
soft oval heart-shaped face, natural freckles across nose and cheeks,
full soft pink lips, athletic feminine body, toned waist and legs,
natural medium bust, realistic iPhone photo texture,
private camera-roll realism, confident mature feminine energy
Negative identity block
different woman, straight hair, blonde hair, blue eyes, dark brown eyes,
plastic skin, doll face, anime face, teenage look, childlike,
over-smoothed, fake glamour model, exaggerated breast size,
distorted hands, distorted feet, broken anatomy, melted limbs,
bad teeth, warped eyes, changed nose, changed jaw, generic influencer face
Pony quality prefix
score_9, score_8_up, score_7_up, source_photo, rating_explicit,
amateur iPhone snapshot, 35mm film grain, Kodak Portra 400,
warm tungsten 3200K, low-light film photography
iPhone aesthetic boosters
Always include in positive prompt:
(amateur iPhone snapshot:1.3)(heavy 35mm film grain:1.25)(Kodak Portra 400 grain:1.15)(low-light film photography:1.15)(slight motion blur natural hand-held:1.1)(warm tungsten 3200K:1.15)(high ISO 1600 noise:1.1)
Always exclude (high-weight negatives):
(studio lighting:1.3)(professional model pose:1.3)sharp clean polishedinstagram filter
Settings (production-validated)
checkpoint: ponyRealism_V22MainVAE.safetensors
LoRA stack:
- lia_v2.safetensors at strength 0.85
- Analog-Diffusion at strength 0.35 (optional, for grain)
resolution: 896x1344 (iPhone portrait 2:3 aspect)
steps: 45
cfg: 7.5
sampler: dpmpp_2m_sde + karras
ADetailer: face_yolov8n (0.5 denoise) + hand_yolov8n (0.4 denoise)
Upscale: 2x via 4x-UltraSharp + downscale, denoise 0.25
ReActor:
swap_model: inswapper_128.onnx
facedetection: retinaface_resnet50
face_restore_model: codeformer.pth
face_restore_visibility: 1.0
codeformer_weight: 0.85
source: lia_refs/lia_canonical_2026_05_25.jpg
Production rule (per bible §"Current production rule")
- Use this bible first.
- Use active source images as identity truth.
- Do ONE test render first before any batch.
- QA against the face lock sheet before sending or batching:
/home/admin/lia-training/character_lock/lia_face_lock_sheet_new_sources_delivery.jpg
- If the face drifts, STOP. Do not batch. Adjust prompt + retry.
- Tier 2 outputs require Seyed approval before posting (review queue).
Bible reject conditions (auto-regenerate triggers)
If any of these happen in output, REJECT + REGENERATE:
- Hair becomes straight, blonde, long glam waves, or generic model hair
- Eyes become dark brown/blue or lose hazel-green look
- Face becomes too young, anime, doll-like, or overly airbrushed
- Jaw too sharp/masculine or nose changes heavily
- Freckles/skin texture disappear completely
- Body/face looks like a different influencer
- Bust oversized/fake-looking
- Pose physically impossible
- Hands/feet melted, duplicated, or broken
Public vs private content tiers (per bible)
| Tier | Where | What's allowed |
|---|---|---|
| 0 SFW | Public/social teaser | clothed, teasing, no explicit nipples/genitals |
| 1 Suggestive | Fanvue/Fansly feed | lingerie, robe, thong, implied nude |
| 2 Explicit | PPV/private | revealing, still QA face/body lock hard |
Wardrobe anchors (per bible §"Wardrobe/style lock")
Recurring Lia wardrobe:
- Black long-sleeve bodysuit / black fitted top
- Pink ribbed one-piece / soft feminine loungewear
- White ribbed top / white crop top
- Navy/dark fitness set
- Casual hoodie/car selfie look
- Heart pajamas/private bedroom look
- Red polka-dot thong/panty (private-feed/paid lane only)
- Sheer tops (adult/private-feed only)
Generation scripts
Canonical script (works on any host with ssh access to Spark):
/Users/appie/clawd/projects/wolf-diddy/scripts/lia-v5-canonical.py
Diddy mirror:
/Users/diddywolf888/.hermes/workspace-diddy/scripts/lia-v5-canonical.py
Run examples:
# Tier 2 explicit batch (4 nude scenes)
python3 lia-v5-canonical.py --tier 2
# Tier 1 suggestive batch (lingerie/robe)
python3 lia-v5-canonical.py --tier 1
# Custom output dir
python3 lia-v5-canonical.py --outdir /path/to/queue/
ComfyUI endpoints (Spark)
host: http://100.69.197.43:8188
POST /prompt # submit workflow JSON, returns prompt_id
GET /history/{prompt_id} # status + outputs
GET /view?filename=...&type=output # fetch output PNG
GET /system_stats # GPU + RAM health
Safety floor (NON-NEGOTIABLE)
- Real-person photo nudify = NEE (NL Strafrecht 139h, EU AI Act §50)
- All Lia outputs MUST face-match canonical headshot (cosine >0.85)
- Stage 1 visible age <25 = auto-reject
- Tier 2 outputs gated by Seyed approval before posting
- C2PA stamp
synthetic=trueon all outputs (TODO)
Higgsfield fallback (if Spark unreachable)
higgsfield generate create text2image_soul_v2 \
--prompt "<bible identity block + scene>" \
--aspect_ratio 2:3 \
--quality 2k \
--custom_reference_id 28420527-0cdc-4bdd-927e-81574162b123 \
--wait --wait-timeout 8m
Operational checklist (run before every batch)
- ComfyUI alive:
curl http://100.69.197.43:8188/system_stats - Canonical headshot present:
ssh spark "ls /home/admin/ComfyUI/input/lia_refs/lia_canonical_2026_05_25.jpg" - Lia LoRA installed:
ssh spark "ls /home/admin/ComfyUI/models/loras/lia_v2.safetensors" - ponyRealism checkpoint available
- One test render passes face-lock QA
- Tier 2 outputs gated by Seyed approval
Caption voice (per bible §"Caption voice")
- Controlled, private access, not needy, seductive but classy
- Short lines, no em dashes
- Examples: "Quick mirror check. You were not supposed to see this much." / "Private room. No audience." / "Not polished. Private. Mine."