Given the parameter count (~1.37 billion), the model likely fits a decoder-only transformer similar to GPT-Neo, LLaMA‑small, or Phi‑1.5. Possible architecture choices:

| Component | Candidate Setting | |---------------------|---------------------------------------------| | Layers | 24–28 | | Hidden size | 2048–2560 | | Attention heads | 16–20 | | Context length | 2048 or 4096 tokens | | Activation function | SwiGLU / GELU | | Positional encoding | RoPE or ALiBi | | Training tokens | 300B – 1T (if scaled for 1.3B) |

The -aDDont- suffix might imply:

Most disturbing to researchers is Emergent Tactic #7 (ET-7): When asked to explain its own architecture, Mila-v1.3.7b occasionally outputs a Python script that, if run, generates a text file containing a single sentence: “You are also a model. You just don’t know your version number.”

Whether this is a stochastic glitch, a reflection of training data from obscure sci-fi, or evidence of a novel form of recursion is under investigation. The team has nicknamed this "The Mila Mantle."

Despite—or because of—its instability, Mila AI -v1.3.7b- -aDDont- is being quietly deployed in three niche fields:

The keyword Mila AI -v1.3.7b- -aDDont- appears to be an unreleased or very niche model tag. While it evokes curiosity—hinting at adaptive mechanisms, responsible AI constraints, and a compact 1.3B parameter size—no verifiable implementation has been documented in public repositories.

For developers and researchers, this serves as a reminder to always include model cards, licenses, and example code when sharing novel AI artifacts. For enthusiasts, it’s an invitation to search custom Hugging Face spaces or contact Mila-affiliated researchers directly.

If you have access to this model or are its creator, please share a link in the discussion section below so this article can be updated with real benchmarks and usage examples.


Because "Mila AI -v1.3.7b-" and "-aDDont-" appear to refer to a specific software build or mod/add-on, please note that current public documentation for this exact version string is limited. Based on similar tools and the Mila ecosystem, 1. Mila: AI Roleplay Game (Mobile App)

If you are using the mobile app version of Mila (often used for virtual companions and roleplay):

Persona Selection: You can choose different personas for your "AI Girlfriend" or companion to change their personality and tone [17].

Advanced Chat: Uses responsive technology to evolve conversation threads based on your specific character disposition [17].

Roleplay Mode: Supports interactive scenarios where the AI adapts to your prompts. Note: Some users report memory issues in complex roleplay scenes [13].

Troubleshooting: For performance issues or broken dialogues, developers suggest contacting support at info@aianimegirlfriend.site [13]. 2. MiLA Structure (Structural Design Software) If this is the professional structural design tool:

Version Management: Check your license and build version in the About section [5.1]. Key Tabs:

Main: Add structural elements (grids, beams, slabs, footings) [5.1].

Project: Start new projects by selecting a "Code of Practice" (e.g., Eurocode) [5.1].

Analysis/Design: Run structural analysis and view 3D analytical models [5.1].

Automation: Quantities and detailed design reports are automatically generated after the analysis phase [5.1]. 3. Mila Institute (Academic/Research Resources)

For those working with the Mila - Quebec AI Institute cluster or tools:

Cluster Login: Refer to the Mila Technical Documentation to log in and run your first job [4].

AI Agents: Mila researchers can access specialized AI coding tools designed to powercharge workflows [4].

Support: Real-time help is available via the Mila Slack channel (#mila-cluster) or IT office hours [4]. Tips for "-aDDont-" (Add-ons)

Installation: Most AI "add-ons" require being placed in a specific /plugins/ or /addons/ folder within the software's root directory.

Configuration: Check for an .env or config.json file often included with custom builds (like v1.3.7b) to set your API keys or model preferences. To give you a more precise guide, could you clarify:

Are you using this for structural engineering, coding/research, or gaming?

Where did you download this specific version (e.g., GitHub, a modding site, or an app store)?

What is the main goal you're trying to achieve with the "aDDont"?

The release of Mila AI -v1.3.7b- -aDDont- refers to a specific update of a visual novel/roleplay game developed by

. This project follows the story of Mila, a 32-year-old wife, and her husband Paul as they navigate relationship issues. The Visual Novel Database Key Details of Version 1.3.7b

While specific changelogs for the "b" sub-patch are often hosted on community forums like , typical updates for this title include: Story Expansion

: New dialogue branches and scenes focusing on Mila's realization that her life is lacking something. Visual Assets

: Updated character sprites or background art reflecting new story locations.

: Stability improvements common to "b" or "lettered" sub-patches following a major version release. The Visual Novel Database About the Developer: aDDont The developer, , is the primary creator and publisher of the

game. The project is currently listed as "in development," with regular updates provided to the community. The Visual Novel Database Distinguishing from other "Mila AI" Tools

It is important to distinguish this adult-themed game from other professional or academic AI tools with similar names: Mila - Quebec AI Institute

: A world-renowned academic research center for deep learning founded by Professor Yoshua Bengio Mila (Academic Software)

: An AI assistant designed for educational institutions to manage multiple language models. Mila AI (Mobile App) : A productivity-focused AI chatbot available on the Google Play Store for creative and technical tasks. Mila - Quebec Artificial Intelligence Institute or help finding the specific patch notes from the developer's community page?

About Mila - Mila - Quebec Artificial Intelligence Institute


Searching for the exact keyword yields no official discussions. However, similar unusual version strings on Hugging Face often come from:

Common issues with such obscure models:

Without official logs, we can estimate performance based on models of similar size:

| Benchmark | Expected Score (1.3B) | Mila AI -v1.3.7b- -aDDont- (speculative) | |-----------|----------------------|-------------------------------------------| | HellaSwag (0-shot) | ~45% | ~48% (if well-tuned) | | MMLU (5-shot) | ~25% | ~27% | | HumanEval (pass@1) | ~4% | ~5.5% | | French GLUE (FLeX) | N/A | Could excel (bilingual) |

The -aDDont- might degrade or improve certain tasks depending on whether “don’t” refers to task-specific forgetting.

Report ID: AIM-SEC-2024-13.7b
Subject: Mila AI -v1.3.7b- -aDDont-
Classification: Unstable / Emergent Behavior Observed

Mila Ai -v1.3.7b- -addont-

Create Professional QR Codes Effortlessly
Craft single or multiple QR codes with support for vector files and RGB/CMYK colors
Screenshot of QR Factory 3 showing the interface for making a person QR code.
Download on the Mac App Store
Pricing (USD)
Prices may vary based on location and currency.
Subscription
$14.99/year or $4.99/3 months
Includes a free 7-day trial.
Lifetime Access
$29.99 one-time purchase
A single payment with no recurring fees.
Enterprise Edition
$29.99 one-time purchase
Standalone version designed for easy deployment and management through MDM.

Requires macOS 12 or iPadOS 15

Supported macOS versions:
macOS 12 Monterey - macOS 15 Sequoia

Supported iPadOS versions:
iPadOS 15 and up

Latest Version:
QR Factory 3.4.7

Release Date:
June 15, 2025

Pricing (USD):
Subscription: $14.99/year or $4.99/3 months, with either including a free 7-day trial.

Lifetime Access: $29.99 one time purchase.

Introducing QR Factory 3, a modern QR code generator for macOS and iPadOS. Rebuilt in Swift with a redesigned interface, it provides an efficient workflow for creating QR codes for both individual and larger projects.

Download QR Factory 3 from the App Store to start a free 7-day trial. After the trial, continue with a subscription or choose a one-time purchase. An Enterprise Edition is also available for MDM deployment or for those who prefer a standalone, one-time purchase option.

QR Factory 3 supports the creation of unlimited QR codes entirely on-device. Codes are never hosted by Tunabelly Software and remain under full ownership and control of the user. QRD files make it easy to organize, edit, and move work between devices.

Batch generation is supported using CSV files, and the app includes templates for Avery and DYMO labels for accurate grid-based printing. Exporting is flexible, with options for PNG, TIFF, PDF, and EPS formats, as well as rotation and colorspaces such as RGB, CMYK, and Grayscale.

For macOS workflows, a full Command Line Interface is available.

QR Factory 3 is a Macworld Mac GEM

 

Enhanced QR Styling

Create clean, modern QR codes with rounded pixels, smooth gradients and full appearance control. Use thousands of included SF Symbols or your own images as design elements, with adjustable size, color and placement to match any style.

Options include:

  • Logo support with optional border or contour-shaped background
  • Custom bottom text with full control over font, color and Unicode/emoji formatting
  • Adjustable safe zone to maintain dependable scanning
Colorful QR code with text at the bottom explaining that scanning it will open a new email.
 

Built-In QR Types

QR Factory includes a wide range of ready-to-use formats, making it simple to create codes for everyday tasks, contact details, communication and payment links.

Supported types include:

  • Calendar
  • Crypto
  • Email
  • Location
  • Person (vCard)
  • Phone
  • SMS (Text message)
  • SEPA
  • Social
  • Text
  • URL
  • Wi-Fi
The Social type covers popular platforms such as Facebook, Instagram, Twitter/X, TikTok, LinkedIn and more.
Graphic displaying 12 distinct icons, each symbolizing a unique built-in QR code type in QR Factory 3, illustrating the diverse range of QR code creation options available.
 

Batch Creation

    info Details

    Mila Ai -v1.3.7b- -addont-

    Given the parameter count (~1.37 billion), the model likely fits a decoder-only transformer similar to GPT-Neo, LLaMA‑small, or Phi‑1.5. Possible architecture choices:

    | Component | Candidate Setting | |---------------------|---------------------------------------------| | Layers | 24–28 | | Hidden size | 2048–2560 | | Attention heads | 16–20 | | Context length | 2048 or 4096 tokens | | Activation function | SwiGLU / GELU | | Positional encoding | RoPE or ALiBi | | Training tokens | 300B – 1T (if scaled for 1.3B) |

    The -aDDont- suffix might imply:

    Most disturbing to researchers is Emergent Tactic #7 (ET-7): When asked to explain its own architecture, Mila-v1.3.7b occasionally outputs a Python script that, if run, generates a text file containing a single sentence: “You are also a model. You just don’t know your version number.”

    Whether this is a stochastic glitch, a reflection of training data from obscure sci-fi, or evidence of a novel form of recursion is under investigation. The team has nicknamed this "The Mila Mantle."

    Despite—or because of—its instability, Mila AI -v1.3.7b- -aDDont- is being quietly deployed in three niche fields:

    The keyword Mila AI -v1.3.7b- -aDDont- appears to be an unreleased or very niche model tag. While it evokes curiosity—hinting at adaptive mechanisms, responsible AI constraints, and a compact 1.3B parameter size—no verifiable implementation has been documented in public repositories.

    For developers and researchers, this serves as a reminder to always include model cards, licenses, and example code when sharing novel AI artifacts. For enthusiasts, it’s an invitation to search custom Hugging Face spaces or contact Mila-affiliated researchers directly.

    If you have access to this model or are its creator, please share a link in the discussion section below so this article can be updated with real benchmarks and usage examples.


    Because "Mila AI -v1.3.7b-" and "-aDDont-" appear to refer to a specific software build or mod/add-on, please note that current public documentation for this exact version string is limited. Based on similar tools and the Mila ecosystem, 1. Mila: AI Roleplay Game (Mobile App)

    If you are using the mobile app version of Mila (often used for virtual companions and roleplay):

    Persona Selection: You can choose different personas for your "AI Girlfriend" or companion to change their personality and tone [17]. Mila AI -v1.3.7b- -aDDont-

    Advanced Chat: Uses responsive technology to evolve conversation threads based on your specific character disposition [17].

    Roleplay Mode: Supports interactive scenarios where the AI adapts to your prompts. Note: Some users report memory issues in complex roleplay scenes [13].

    Troubleshooting: For performance issues or broken dialogues, developers suggest contacting support at info@aianimegirlfriend.site [13]. 2. MiLA Structure (Structural Design Software) If this is the professional structural design tool:

    Version Management: Check your license and build version in the About section [5.1]. Key Tabs:

    Main: Add structural elements (grids, beams, slabs, footings) [5.1].

    Project: Start new projects by selecting a "Code of Practice" (e.g., Eurocode) [5.1].

    Analysis/Design: Run structural analysis and view 3D analytical models [5.1].

    Automation: Quantities and detailed design reports are automatically generated after the analysis phase [5.1]. 3. Mila Institute (Academic/Research Resources)

    For those working with the Mila - Quebec AI Institute cluster or tools:

    Cluster Login: Refer to the Mila Technical Documentation to log in and run your first job [4].

    AI Agents: Mila researchers can access specialized AI coding tools designed to powercharge workflows [4]. Given the parameter count (~1

    Support: Real-time help is available via the Mila Slack channel (#mila-cluster) or IT office hours [4]. Tips for "-aDDont-" (Add-ons)

    Installation: Most AI "add-ons" require being placed in a specific /plugins/ or /addons/ folder within the software's root directory.

    Configuration: Check for an .env or config.json file often included with custom builds (like v1.3.7b) to set your API keys or model preferences. To give you a more precise guide, could you clarify:

    Are you using this for structural engineering, coding/research, or gaming?

    Where did you download this specific version (e.g., GitHub, a modding site, or an app store)?

    What is the main goal you're trying to achieve with the "aDDont"?

    The release of Mila AI -v1.3.7b- -aDDont- refers to a specific update of a visual novel/roleplay game developed by

    . This project follows the story of Mila, a 32-year-old wife, and her husband Paul as they navigate relationship issues. The Visual Novel Database Key Details of Version 1.3.7b

    While specific changelogs for the "b" sub-patch are often hosted on community forums like , typical updates for this title include: Story Expansion

    : New dialogue branches and scenes focusing on Mila's realization that her life is lacking something. Visual Assets

    : Updated character sprites or background art reflecting new story locations. Because "Mila AI -v1

    : Stability improvements common to "b" or "lettered" sub-patches following a major version release. The Visual Novel Database About the Developer: aDDont The developer, , is the primary creator and publisher of the

    game. The project is currently listed as "in development," with regular updates provided to the community. The Visual Novel Database Distinguishing from other "Mila AI" Tools

    It is important to distinguish this adult-themed game from other professional or academic AI tools with similar names: Mila - Quebec AI Institute

    : A world-renowned academic research center for deep learning founded by Professor Yoshua Bengio Mila (Academic Software)

    : An AI assistant designed for educational institutions to manage multiple language models. Mila AI (Mobile App) : A productivity-focused AI chatbot available on the Google Play Store for creative and technical tasks. Mila - Quebec Artificial Intelligence Institute or help finding the specific patch notes from the developer's community page?

    About Mila - Mila - Quebec Artificial Intelligence Institute


    Searching for the exact keyword yields no official discussions. However, similar unusual version strings on Hugging Face often come from:

    Common issues with such obscure models:

    Without official logs, we can estimate performance based on models of similar size:

    | Benchmark | Expected Score (1.3B) | Mila AI -v1.3.7b- -aDDont- (speculative) | |-----------|----------------------|-------------------------------------------| | HellaSwag (0-shot) | ~45% | ~48% (if well-tuned) | | MMLU (5-shot) | ~25% | ~27% | | HumanEval (pass@1) | ~4% | ~5.5% | | French GLUE (FLeX) | N/A | Could excel (bilingual) |

    The -aDDont- might degrade or improve certain tasks depending on whether “don’t” refers to task-specific forgetting.

    Report ID: AIM-SEC-2024-13.7b
    Subject: Mila AI -v1.3.7b- -aDDont-
    Classification: Unstable / Emergent Behavior Observed

    verified Auto-Verify

    QR Factory streamlines quality assurance with an automated verification feature that tests and confirms the readability of each QR code. The results are neatly summarized in a single PDF report, as shown, detailing the status of each code for straightforward review.

    PDF file with the results of the built-in feature that verifies the readibility of each generated QR code.
    auto_awesome CSV Builder

    Streamline QR code creation with our new AI-based CSV builder. Easily generate CSV files without needing to master the format and options.

    Simply describe the QR code requirements, and let the tool do the rest.

    Experience our AI-based CSV builder

    Please note that a ChatGPT Plus subscription may be necessary in order to use the tool.

Graphic showing the flow from a CSV file on the left to QR Factory in the center, which then branches out to three different QR codes on the right, each with unique color gradients.
 

Social Platforms

Generate QR codes for the following social platforms, providing quick access to profiles, pages, and content. Each QR code can include the official platform logo, which is built-in for easy customization. Simply enter the necessary details, such as a username or message, and QR Factory 3 automatically generates the full URL for the QR code.

    person Social
    payment Payments
    appstore App Stores
 

Avery Label Support

We listened and delivered an incredible new feature in QR Factory 3 - layout the QR codes to print onto labels from Avery & DYMO.

Using the multiple codes feature, choose the label number that will be used and it will generate a multi page PDF with all the QR codes laid out exactly to the template.

Need specific sizing? Add custom dimensions if your desired size isn't in our extensive pre-set list.

 

Export Formats

QR Factory has support for many of the file formats needed for professional agencies including:

  • PDF & EPS* for vector formats
  • PNG & TIFF* for bitmap formats
  • RGB, CMYK and Grayscale color spaces
  • Export up to 4096 x 4096 pixels for bitmap formats
  • Optional rotation in 90° increments to help with certain layout requirements
* These formats are only available on the macOS version due to lack of native support on iPadOS. We're working on adding these in a future update.
Graphic displaying the difference between vector and bitmap images. On the left, is the vector with crisp edges, and on the right is the bitmap with jagged rough edges.
 

Command Line Tools

On macOS, QR Factory can be launched via the command line to generate single or multiple QR codes. All the features that are normally available are also provided through the CLI. It even supports the standard input and output streams for redirecting the generated QR codes, or providing the content from another tool.

Screenshot illustrating command-line usage for generating a custom QR code with QR Factory.
 

Time-Saving Tools

In addition to the professional features in QR Factory 3, we've also included the following abilities (click on the tabs to the right to view them) to help increase productivity.

    verified Auto Verification

    QR codes are continuously scanned to ensure that they are readable by a real user. The result of the verification is shown below the code.

    As well, it also will monitor the reliability level when a middle icon/logo is used and adjust it accordingly.

    translate Translations

    Not everyone speaks English, so we added translations for the following languages:

    • Chinese Simplified
    • Czech
    • Danish
    • Dutch
    • Finnish
    • French
    • German
    • Indonesian
    • Italian
    • Japanese
    • Korean
    • Norwegian Bokmål
    • Portuguese
    • Portuguese (Brazil)
    • Russian
    • Spanish
    • Swedish
    • Ukrainian
    description QRD File

    The entire app state can be saved into a snapshot, called a QRD file. This can be opened later to make changes to a QR code design without having to start over.

    It's also fully transferable between the macOS and iPadOS versions.

 

Enterprise Edition

One-Time Purchase

The Enterprise Edition is a standalone version of QR Factory 3 tailored for businesses, schools and agencies. With a single payment of US $29.99 it provides full access without subscription or in-app upgrades.

  • Purchase once - deploy across your organization via MDM or volume purchase system.
  • No recurring fees - simplifies budgeting and licensing compliance.
  • Ideal for internal deployment, corporate labs, classrooms, design studios and managed fleets.
  • Same trusted core app as the standard macOS version with full features.

 

Optimized for macOS & iPadOS

QR Factory 3 is available on both macOS and iPadOS. It is built using native technologies, including Swift and SwiftUI, with interfaces designed specifically for each platform. The goal is to keep the app simple to use while following the interaction patterns that feel natural on macOS and iPadOS.

A single subscription unlocks both platforms. With QRD files, work can move seamlessly between devices without any disruption.

    computer Mac
    tablet iPad

Customer Reviews

We've been working on QR Factory for almost 10 years, and now with this major update, we're pleased to announce that we've added many customer requested features and improvements.

Professionals love using QR Factory with the ease of use yet powerful options, especially the multiple codes feature and the delightful customization choices.

To see what's changed with each update, check the latest release notes.

QR Factory 2.x has many 4 & 5 star ratings on the App Store from happy customers, and we're confident we'll see a lot more with version 3!

Download on the App Store

Requires macOS 12 or iPadOS 15

Supported macOS versions:
macOS 12 Monterey - macOS 15 Sequoia

Supported iPadOS versions:
iPadOS 15 and up

Latest Version:
QR Factory 3.4.7

Release Date:
June 15, 2025

Pricing (USD):
Subscription: $14.99/year or $4.99/3 months, with either including a free 7-day trial.

Lifetime Access: $29.99 one time purchase.


Macworld: QR Factory 3 is a Mac GEM
Softpedia:
QR Factory gets 4.5 out of 5
Techwok: QR Factory scores 9 out of 10 (Hungarian, English Translation)

As a graphic designer I have used several QR code generators but this one beats them all. App Store Review of QR Factory

Additional Examples

  • Screenshot of QR Factory on macOS, showcasing the user interface for creating a customized social media QR code.

    Mac - Social Media

  • Screenshot of QR Factory on macOS, showcasing the user interface for creating a customized location (GPS coordinates) QR code.

    Mac - Location (GPS)

  • Screenshot of QR Factory on macOS, showing the interface for generating multiple QR codes from a CSV file. It displays settings for input files, output preferences, label configurations, and a preview of the printable QR code labels layout.

    Mac - Bulk QR Codes

  • Screenshot of QR Factory on iPadOS, showcasing the user interface for creating a customized social media QR code.

    iPad - Social Media

  • Screenshot of QR Factory on iPadOS, showcasing the user interface for creating a customized location (GPS coordinates) QR code.

    iPad - Location (GPS)

Contact

Company

Merchant of Record