ModelsLab/Anime Illust Diffusion XL - V0.6

animeillustdiffusionxl-v06

Text to Image Community ModelFree for Premium Users LLMs.txt

新增了上百种画风。

我尝试了新的训练参数和训练策略，为此花费了大量的时间和金钱。这里是一些进展：

(i) 我开发了一种简单而独特的的模型融合算法用于稳定模型构图，并将它应用在了 v0.52 和 v0.6 版本的制作上；

(ii) 我开发了一套训练策略，用于解决如多类别数据训练中的数据不平衡等问题，您可以在模型介绍的英文部分中找到关于它的细节；

(iii) 我用很大的训练集测试了一些前沿的训练参数，例如金字塔噪声等。可惜的是，我仍未得到良好可用的结果。

New styles have been added.

I spent a lot of time and money trying new training parameters and training strategies. Here is the progress:

(i) I developed a simple but useful model merging algorithm to stabilize image composition. I applied it to make v0.52 and v0.6 versions;

(ii) I developed a training strategy to solve problems such as data imbalance in multi-category data training, you can find details in the English part of the model introduction;

(iii) I tested some advanced training parameters, such as pyramid noise, etc., with a relatively large training set. Unfortunately, I didn't get any good or usable result.

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": "animeillustdiffusionxl-v06",
  "lora_model": [],
  "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

Official SDKs

Production-ready SDKs and client libraries for all major programming languages

JavaScript

Python

PHP

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