ModelsLab/OC LoRA Tests - Isabellav4.0-Augmented

oc-lora-s-isabellav4-0-augmented

Text to Image Community ModelFree for Premium Users LLMs.txt

Probably not longer a 'true' single base image anymore. Test version since I didn't spend too much time choosing the controlnet variations and is not as widespread. Only augmented an upper body shot.Uses ControlNet Canny and Lineart to add style augmentation to reduce style bleeding.(helps significantly reduce style bleed and helped with character similarity)this version's approach is somewhat cherrypicked for similar colorsMoved regularization images over to the main dataset using a similar approach found here(helped improve increase character similarity but added more style bleeding)Repeats increase to 10Regularization added as 1_styleN tokens from 2 -> 4Added trigger words for outfit and stylingblock weight removedswapped over to cosine with restartsImpacts:Requires lower weight for general usagebetter character fidelity at lower weights nowhand pose is overfit but is still moveableupper body is somewhat overfitodd artifacts occasionally addedquality of the original outfit is weakerhair color is darker sometimes

API Playground API Documentation

API Endpoint URL

Base URL for all API requests to this endpoint.

https://modelslab.com/api/v6/images/text2img

API Authentication

Authentication requires a valid API key included in the request. Generate and manage your API keys from your developer dashboard. Include the key in the key parameter for all API requests.

Integration Examples

Production-ready code samples for API integration

{
  "prompt": "R3alisticF, hauntingly beautiful oriental necromancer, long flowing brown hair, bangs, darkly tanned skin, earrings, bone necklaces, dark eyeshadow, red lips, vibrant, front-laced transparent, filmy silk blouse, cleavage, holding skull, in a sandstone room lit by candles, High Detail, Perfect Composition, high contrast, silhouetted, chiascuro",
  "model_id": "epicrealism-v4",
  "lora_model": "oc-lora-s-isabellav4-0-augmented",
  "width": "1024",
  "height": "1024",
  "negative_prompt": "(worst quality:2), (low quality:2), (normal quality:2), (jpeg artifacts), (blurry), (duplicate), (morbid), (mutilated), (out of frame), (extra limbs), (bad anatomy), (disfigured), (deformed), (cross-eye), (glitch), (oversaturated), (overexposed), (underexposed), (bad proportions), (bad hands), (bad feet), (cloned face), (long neck), (missing arms), (missing legs), (extra fingers), (fused fingers), (poorly drawn hands), (poorly drawn face), (mutation), (deformed eyes), watermark, text, logo, signature, grainy, tiling, censored, nsfw, ugly, blurry eyes, noisy image, bad lighting, unnatural skin, asymmetry",
  "num_inference_steps": "31",
  "scheduler": "DPMSolverMultistepScheduler",
  "guidance_scale": "7.5",
  "enhance_prompt": false,
  "key": "YOUR_API_KEY"
}

SDKs

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API Parameters

Technical specifications for API request parameters.

Field Name	Parameter	Technical Description
prompt	`prompt`	prompt help in image generation
Model	`model_id`	Enter model_id that can help in image generation
lora Model	`lora_model`	No description available
Width	`width`	width of the image
Height	`height`	height of the image
Negative Prompt	`negative_prompt`	Negative prompt help in avoid things that you do not want in image
Steps	`num_inference_steps`	Number of inference steps
Scheduler	`scheduler`	Sampling scheduler
Guidance Scale	`guidance_scale`	How closely to follow the prompt (1-10)
enhance_prompt	`enhance_prompt`	Automatically enhance the prompt