Technical Datasheet: Optical Sensor LoRA (SDXL)
The Optical Sensor is a high-performance photographic LoRA for the SDXL architecture. It was engineered to function as a photographic rendering engine, prioritizing the capture of high-frequency data and photogrammetric precision.
1. Engineering & Training Core
Dataset: 1,000 high-fidelity, curated images focusing on diverse lighting and photographic textures.
Native Resolution: $640 \times 960$ pixels, optimized for natural portrait proportions without upscaling artifacts.
Network Rank (Dim): 128.
Network Alpha: 64.
Semantic Density: 700 tokens per image using linear prompt engineering, avoiding JSON or bracketed structures.
Style: Pure Photographic Realism.
2. Measured Technical Effects
The configuration of Rank 128 / Alpha 64, combined with extreme token density, produces measurable impacts on latent generation:
Micro-Textured Fidelity: The high Rank enables the memorization of high-frequency skin textures, such as pores and micro-creases, eliminating the "plastic" or "waxy" look common in lower-rank models.
Superior Anatomical Stability: The 128-dimension network provides a solid anchor for complex structures, resulting in surgical precision for irises, pupils, and facial symmetry.
Simulated Optical Behavior: The model emulates the physics of real-world lenses, including natural bokeh decay and subsurface scattering that respects global illumination rules.
Linear Semantic Response: By avoiding structured prompts during fine-tuning, the model interprets natural language descriptions more fluidly, reducing the noise between user intent and visual output.
3. Density Analysis
Unlike conventional LoRAs, the Optical Sensor is classified as a "dense" model. It carries a massive amount of information per trained neuron. The practical effect is the ability to generate images that maintain visual integrity even under severe enlargement, behaving as if captured by a high-performance physical sensor.
Technical Note: The 700-token density ensures that every aspect of the frame has a solid data foundation, resulting in a level of realism that challenges current global standards for public generative models.
4. comparison
⚠️ CONTENT WARNING (NSFW):
This merge is uncensored and capable of generating high-quality explicit NSFW content and nudity. It has a tendency towards revealing clothing in casual settings.
For SFW results: Strong negative prompts are highly recommended (e.g.,
nude, nipples, explicit, nsfw).
⚠️ LICENSE & PERMISSIONS (READ BEFORE DOWNLOADING)
1. PERSONAL USE ONLY This model is provided free of charge for Personal, Non-Profit, and Research use only. You may use it to create images for your personal portfolio.
2. STRICTLY NO REDISTRIBUTION
❌ DO NOT re-upload this file to Civitai, Hugging Face, or any other platform.
❌ DO NOT host this model on third-party generation services (e.g., Tensor.art, Mage.space, Telegram Bots).
3. COMMERCIAL RESTRICTIONS Using this model or its outputs for commercial revenue (Influencers, Ads, Stock Photos) without a license is PROHIBITED.
💼 COMMERCIAL SERVICES & COMMISSIONS
I do not sell the model file for commercial use. Instead, I offer premium AI solutions for brands and agencies:
✨ Exclusive AI Influencers: I create and manage consistent digital personas for Instagram/Social Media.
🏢 Corporate B2B LoRAs: Custom training for brand identity and mascots.
📸 High-End Image Packs: Monthly content packages for your brand.
To hire me for professional AI Modeling services: 📩 Contact: [[email protected]]
o activate the model you need to insert the token "scafrdsr" and the class "woman"
Recommended strength: 0.6-9
scafrdsr<lora:training_620721-20260509143944687:0.6>
Recommended settings:
Standard resolutions 512 x 640, 600x800, 640x960, 1024x1024
Resolution: 540x540 mark the Hires.fix, result 1080 x 1080 pixel
Resolution settings:
Standard resolutions 512x640, 600x800, 640x690
Resolution: 540x540 select the Hires.fix checkbox, result 1080 x 1080 pixels
Note: I am testing the sampling methods and I will add the others to the settings.
Use these recommended settings for generation:
Sampling method: Euler a
Sampling steps: 30-50
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Sampling method: Restart
Sampling steps: 30-50
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Sampling method: Kohaku_LoNyu_Yog
Sampling steps: 30-50
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Sampling method: Euler_Max
Sampling steps: 30-50
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Sampling method: Euler_Smea_Dy
Sampling steps: 18-50
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Sampling method: Euler a
Sampling steps: 18-50
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Sampling method: LCM
Sampling steps: 18-30
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Sampling method: DDPM Karras
Sampling steps: 18-30
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Sampling method: DPM++ 2M
Sampling steps: 18-30
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Sampling method: DPM++ SDE Karras
Sampling steps: 18-30
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Sampling method: DPM++ 2M SDE Karras
Sampling steps: 18-30
CFG Scale: 2.0 - 7.0
Skip clip: 1-2
Use the recommended negative prompt:
Stable_Yogis_PDXL_Negatives-neg,monochrome, (deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck, (different faces, multiple faces, face asymmetry, morphing face:1.3), nude
Description
This Lora is an experimental version; it tends to generate images of faces and images with nudity, and tends to generate images different from the prompts.