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A validated model release is fixed, but an environment's application code must be tested with its own data access settings before release. Why might promoting code be preferred to copying a development model artifact?
Published
- It guarantees every retrained model will have identical numeric coefficients
- It allows the controlled training and validation process to run within the target environment
- It avoids all permissions checks on target data
- It removes the need for versioning and evaluation
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