Layer extensions #11
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Layer extensions #11
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Sets up the basic logic for extending layers of pre-trained models.
The config file lets you specify which layers to merge by matching the names of the layers, or the types of the layers (or both). Both names and types form a hierarchical string like: GPTNeoXModel.ModuleList.GPTNeoXLayer, etc. These will string will attempt to be matched with wildcards via fnmatch. See the config.json for an example.
You can also automatically assign replacement of layers by shunting this logic to the static method: is_match, defined in the LayerExtender subclass.