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Baseline Calibration Module

The Baseline Calibration Module is our flag ship calibration module that uses our most advanced AI models to tune filaments such as TPU, PETG, ASA and other hard to print filaments. It works great to get started printing with different filaments.

  • Total Print Time: 10-35min
  • Part Material Usage: 3g
  • Data Points Per Print: 4
  • Number of Prints till optmized: Roughly 1-5 prints *

* Number of prints till optmized varies depending on scoring and printer/material setup, however generally it falls between 1-5 prints, some more difficult materials like foaming pla might take up to 10 prints

Use Case 1: New Filament

The baseline Module works great for getting setup with a new filament you dont have a Print Profile for yet, or unsure of how it will print. 

Pick a generic profile for you filament and fine tune it with this calibraiton module to your filament batch and printer setup.

Use Case 2: Improving Print Quality

If you have been printing with a specific filament for a while and are unhappy with the print quality, the Baseline module will quickly improve the overal quality of the print part.

Use Case 3: Getting back into 3D Printing

If you havent printed in a while, or havent used a specific printer filament combinaiton in a while, the Baseline module works great for getting back into things.

Slicer Settings Calibrated

Retraction Distance

The amount of filament pulled back into the extruder to reduce stringing

Retraction Speed

The speed at which the filament is pulled back into the extruder

Print Temperature

The temperature the hot end uses to extrude filament

Flow Rate

The volume of filament that is extruded

Part Cooling Fan Speed

The speed at which the part cooling fan operates

Quality Metrics Optmized

Bridging

The visual quality of the bridging features

Overhangs

The visual quality of the overhangs

Stringing

The amount of stringing present in the part

Surface Quality

The smoothness and uniformity of exterior walls

Small Features

The visual quality of small features

Download the .stl for free

Printables

Download the free stl file from printables

The AI Calibration Data Pipeline

Below is a diagram of how the calibration works. Hover over different sections to learn more about them.

User Uploaded print Profile

To deliver the most accurate and robust calibration system without requiring major changes to your printer, slicer, or firmware, we use a 3mf file containing all the settings and G-code you typically rely on for your projects. This approach allows us to generate calibration prints automatically through our custom Transformer. We take your 3mf file, modify it as needed, and return it ready to open in your slicer.

By doing this, we preserve your slicer’s toolpath generation algorithms and ensure the process aligns seamlessly with your usual 3D printing workflow.

Generator

The generator is responsible for creating new slicer setting combinations by combining the online calibration data with the offline training data. This approach balances the integration of your specific calibration data with the broader trends already learned.

Outputs include:

  • Nozzle Temperature
  • Retraction Distance
  • Retraction Speed
  • Flow Rate
  • Part Cooling Fan %

Transformer

The transformer is responsible for merging the generator’s output with your 3mf file and adding the calibration part to the build plate. This ensures a quick and easy calibration process without the need to manually input slicer settings, add change-at-height G-code, or place calibration parts.

The transformer modifies:

  • Objects on the build plate
  • Change-at-height G-code
  • Slicer settings

Evaluate

Submit feedback on the quality of the printed part to complete the AI's online learning loop. Feedback is provided using a star rating system, ranging from 0 to 5 in 0.5 increments, and a calibration guide is available to help you evaluate each quality metric consistently. Quality metrics include statuses such as completed, failed, or not printed, allowing the AI to understand when a setting combination performed poorly enough to cause a failure. This feedback helps the AI refine its approach and avoid similar settings in the future.

Quality metrics include:

    • Stringing
    • Bridging/Overhangs
    • Surface Quality
    • Small Feature Quality
    • Top Surface

Offline Learning

Our extensive dataset includes information from a wide variety of printers and materials, including variations of the same material type, such as PETG from different manufacturers. This diversity creates a robust foundation for the AI to learn general trends across printer and material combinations. With this comprehensive understanding, the AI enters the online learning phase with a significant advantage, already equipped with in-depth knowledge of the entire search space.

Updated Print Profile

After completing a calibration, the new settings are saved to your original 3mf file. We then remove all calibration parts, static settings used for the calibration process, and any change-at-height G-code, leaving you with a clean, calibrated 3mf file ready for download.

Try out a Base Line Calibraiton now for FREE and get printing with a new filament faster and easier than ever

Beautiful UI

Simple and intuitive design

We know you don't want to use inTinker, because that means your printer is not working as well as you would like. That's why we made it pretty.

Simple Design

Slicer First Calibration

Unlike other calibration methods that use generic, one-size-fits-all G-code, we use your exact 3mf file. This allows us to replicate your specific setup and environment, leading to increased accuracy and quality. By generating a customized 3mf, you can slice it in your slicer as you normally would, with the same toolpath generation, settings, and start and end G-code.

  • Auto Load Calibration Part
  • Auto Load Print Settings
  • Auto Load Static Settings

Want to learn more about how the calibraiton works?

Slicer First Calibration

Calibration Analytics

Visually understand how well the calibration is doing. View a graph that gets populated as you go through the calibration.

Calibration Analytics

Want to Learn More about Our Calibrations?

We have made a large effort to build easy to read and clear documentation that goes in depth with what settings are adjusted and how everything works. 

Click below to open our Documentation

Documentation

Perfect prints are a click away

inTinkers AI Calibrations provide an easy and quick way to setup new filaments. Click the button below to get started for free.