ModelsLab/KM-MIX Unexpected Product - Efficient Learning

km-mix-unexpected-product-efficient-learning

Text to Image Community ModelFree for Premium Users LLMs.txt

让模型记住了以下几个LoRA

The model has remembered the following several LoRA.

更新间隔的时间实在是太长了，但我也是刚刚得到了结果。虽然模型有点粗糙，但之后我会进行优化以解决提示词冲突和稀释。

The update interval is indeed too long, but I have just completed the mixed experiment. Although the model is somewhat rough, I will optimize it later to address prompt conflicts and dilution

这种混合方式十分高效，能够百分百的获得LORA的所有效果。但糟糕的是大部分LORA在训练时使用的了高度相似提示词，这导致了混合次数越多结果越难控制。我并不知道现在的LORA怎么样，因为我还有1万多早期LORA还没有测试。还是别让我的素材库增加了

This mixing method is highly efficient, capable of achieving 100% of all effects of Lora. However, the downside is that most Lora used highly similar prompts during training, which makes the results increasingly difficult to control as the number of mixes increases. I am not sure how the current Lora is, as I still have over 10,000 early Lora that have not been tested. It is better not to let my material library increase.

https://civitai.com/models/80023

混合权重10.0 mix weight 10.0

https://civitai.com/models/147176

混合权重9.0 mix weight 9.0

https://civitai.com/models/57525

混合权重4.0 mix weight 4.0

API Playground API Documentation

API Endpoint URL

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

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{
  "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": "km-mix-unexpected-product-efficient-learning",
  "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"
}

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API Parameters

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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