NAM: Neural Amp Modeler

Dialling it in with or without 'calibration' is totally valid.
One is more about accuracy, the other is more about creatively dialling in your own tones how you see fit.

Ultimately, the end goal is to a) not clip the inputs, b) sound good.

Whatever floats your boat is the right choice.
 
This is where these conversations always confuse me also. This is how you are supposed to use interfaces. I don't know why people recommend static values. You should set your interface based on your pickups, to where it is just under clipping.

I mostly use ToneX, but I basically set the knob on the interface to just under clipping based on which guitar I am using, and then in the ToneX software I set the input to just under clipping after that. That always gives me a good input range into the amp captures. If I want more or less gain at that point, I will use the input knob that is programmable for that preset.
This is i used to do until know. i will try to match thats been told here.
 
This is where these conversations always confuse me also. This is how you are supposed to use interfaces. I don't know why people recommend static values. You should set your interface based on your pickups, to where it is just under clipping.
This isn't opposing knowing your headroom, they are 2 seperate things.

You can have your gain at 0 and have a perfectly optimised signal - this is how most interface manufacturers are designing their instrument inputs these days. Setting it to 0 means you can just use your specs to know your input headroom and you dont have to measure anything. It also means plugin manufacturers are able to design their plugins around a known variable. This is why you can use essentially the same input level for NDSP/UAD/Line 6 etc plugins.
 
This will likely hit quite some captures too hard. Not IK's own, though, as they seem to be made for pretty high levels (their hardware input default settings let one suggest that as well).

If it is too much gain then I would turn down the input on the capture itself (Gain knob on the ToneX), or use a different capture with a more appropriate gain range.
 
Sure, but you might get a wrong impression of some captures when initially loading them.
Exactly!

Captures / profiles reamped with high dBu / headroom may sound way overgained that what unity gain should be.

The thing with these profiles is that they benefit from seeing a larger range of signal amplitudes at training so that the profiles can react properly when you put a boost in front; the neural network _knows_ how to respond & doesn’t halucinate an answer.
 
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