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Config vs. Code in Gen AI
Dec. 5, 2023, 10:45 p.m. | andrew-lastmile
DEV Community dev.to
Has the time finally come for Config and Code to come together for developing Gen AI applications?
For countless years, we've had numerous debates about whether ML should be more config-driven or more code-driven. There are pros and cons to both:
| Attribute | Code | Config |
|---|---|---|
| Iteration speed | Con: usually slower iteration speed especially as the code base gets more complicated | Pro: faster to iterate and adjust configurations |
| Debugging | Pro: easier to identify and fix issues within a single place | Con: can … |
ai ai applications applications code config cons gen gen ai iteration mlops pros speed together
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