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RobMix - Evolution V2.0

by ModelsLab

RobMix Evolution builds on my first merge, RobMix Ultimate.

This version starts with RobMix Ultimate, then merged block-by-block with some fantastic models to draw out the best parts of each and mitigate the downsides. My goal was to expand the creative range of the model while retaining the photorealistic style.

You can read my process for early experiments with Evolution on Medium. Note that the models referenced in the post went into a personal merge that I called Evolution A and Evolution B—the models referenced in that post aren't included in Evolution D.

The final stage of Evolution, Evolution D, started by blending:

That blend was merged back into RobMix Ultimate.

Next, I added a block-by-block merge of Juggernaut v9, followed by a dash of ICBINP XL v4.

This model can be sensitive to high CFGs.

Recommended settings:

  • DPM++ 3M SDE

  • AlignYourSteps scheduler

  • CFG 3.0-4.0

  • 40 steps

  • Clip Skip -3

The higher the CFG, the more steps you'll need. If it's speed you're looking for, you may want to look elsewhere. Alternatively, consider using the genius Automatic CFG node in Comfy and set your CFG wherever you'd like.

This model is generally very capable with only a single pass, but really shines in quality with a 1.5x latent upscale at 0.30 to 0.40 denoise with an additional 40 steps.

With this full workflow, a generation on my 3080 takes around 40 seconds.

To get the very best results, add the following optimizations:

Free U

  • b1: 1.05

  • b2: 1.08

  • s1: 0.95

  • s2: 0.88

Perturbed Attention Guidance

  • Scale: 1.5

  • Adaptive scale: 0.100

Token Downsampling

  • Depth 1: 2.00

  • Depth 2: 2.00

robmix-evolutionv20
Open Source ModelUnlimited UsageLLMs.txt
API PlaygroundAPI Documentation

Input

Select models...

Per image generation will cost 0.0047$
For premium plan image generation will cost 0.00$ i.e Free.

Output

Idle

Unknown content type

About RobMix - Evolution V2.0

RobMix Evolution builds on my first merge, RobMix Ultimate. This version starts with RobMix Ultimate, then merged block-by-block with some fantastic models to draw out the best parts of each and mitigate the downsides. My goal was to expand the creative range of the model while retaining the photorealistic style.You can read my process for early experiments with Evolution on Medium. Note that the models referenced in the post went into a personal merge that I called Evolution A and Evolution B—t

Technical Specifications

Model ID
robmix-evolutionv20
Provider
Modelslab
Task
AI Generation
Price
$0.0047 per API call
Added
June 4, 2025

Quick Start

Integrate RobMix - Evolution V2.0 into your application with a single API call. Get your API key from the pricing page to get started.

import requests
import json
url = "https://modelslab.com/api/v6/images/text2img"
headers = {
"Content-Type": "application/json"
}
data = {
"model_id": "robmix-evolutionv20",
"prompt": "your prompt here",
"key": "YOUR_API_KEY"
}
try:
response = requests.post(url, headers=headers, json=data)
response.raise_for_status() # Raises an HTTPError for bad responses (4XX or 5XX)
result = response.json()
print("API Response:")
print(json.dumps(result, indent=2))
except requests.exceptions.HTTPError as http_err:
print(f"HTTP error occurred: {http_err} - {response.text}")
except Exception as err:
print(f"Other error occurred: {err}")

View the full API documentation for SDKs, code examples in Python, JavaScript, and more.

Pricing

RobMix - Evolution V2.0 API costs $0.0047 per API call. Pay only for what you use with no minimum commitments. View pricing plans

RobMix - Evolution V2.0 FAQ

RobMix Evolution builds on my first merge, RobMix Ultimate. This version starts with RobMix Ultimate, then merged block-by-block with some fantastic models to draw out the best parts of each and mitigate the downsides. My goal was to expand the creative range of the model while retaining the photore

You can integrate RobMix - Evolution V2.0 into your application with a single API call. Sign up on ModelsLab to get your API key, then use the model ID "robmix-evolutionv20" in your API requests. We provide SDKs for Python, JavaScript, and cURL examples in the API documentation.

RobMix - Evolution V2.0 costs $0.0047 per API call. ModelsLab uses pay-per-use pricing with no minimum commitments. A free tier is available to get started.

The model ID for RobMix - Evolution V2.0 is "robmix-evolutionv20". Use this ID in your API requests to specify this model.

Yes, ModelsLab offers a free tier that lets you try RobMix - Evolution V2.0 and other AI models. Sign up to get free API credits and start building immediately.