ModelsLab/Dutch Masters: Rembrandt Etching Style - V1.0

dutch-masters-rembrandt-etching-style-v1-0

Text to Image Community ModelFree for Premium Users LLMs.txt

This is a tough one to make, because even though Rembrandt has produced many etchings, the style changed greatly between images. Some images such as the religious ones tends to introduce too much hallucination in the background, so I had to limit the training set to mostly portraits, which only have a limited number of subject: self-portrait, his mom, old men, beggars, and some dour looking men, with very few women.I also deviated from my usual captionless approach due to this limited pool of subjects (with a captionless approach, the women tend to be too manly looking )The end result is that the LoRA does capture his etching style, but images only look like a Rembrandt etching when the subjects are old men, old women, and dour looking men or Frankenstein Homer )This is epoch 11, the other epoch can be found here: tensor. art/models/810535508133499956/Rembrandt-Etching-4-CapD6Cos5-2024-12-23-19:53:33-Ep-11FLUX.1 - dev-fp8Trigger: rembr1 etchingRepeat: 20 Epoch: 11 (Trained with nineteen 512x512 images for 4180 total stepsUnet LR: 0.0005 Scheduler: cosine Optimizer: AdamWNetwork Dim: 6 Alpha: 3Epoch Loss1 0.3152 0.3103 0.3124 0.3095 0.3026 0.2877 0.2878 0.292 <-9 0.28010 0.27511 0.269 <- lowest

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": "fluxdev",
  "lora_model": "dutch-masters-rembrandt-etching-style-v1-0",
  "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"
}

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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