register rala

src/axolotl/integrations/base.py

@@ -48,12 +48,12 @@ class BasePlugin:
         Initializes the BasePlugin.
         """
 
-    def register(self, cfg):  # pylint: disable=unused-argument
+    def register(self):  # pylint: disable=unused-argument
         """
         Registers the plugin with the given configuration.
 
         Parameters:
-        cfg (dict): The configuration for the plugin.
+        None
 
         Returns:
         None
@@ -287,6 +287,7 @@ class PluginManager:
         try:
             plugin = load_plugin(plugin_name)
             self.plugins[plugin_name] = plugin
+            plugin.register()
         except ImportError:
             logging.error(f"Failed to load plugin: {plugin_name}")
 

src/axolotl/integrations/rala/__init__.py

@@ -16,6 +16,5 @@ class RalaPlugin(BasePlugin):
     def get_input_args(self):
         return "axolotl.integrations.rala.args.RalaArgs"
 
-    def pre_model_load(self, cfg):
+    def register(self):
-        if cfg.rala_attention:
+        register_rala_model()
-            register_rala_model()

src/axolotl/integrations/rala/convert.py

@@ -97,10 +97,10 @@ def convert_to_rala(
     model.config.architectures = [
         "LlamaRalaForCausalLM",
     ]
-    model.config.model_type = "llama_rala"
+    model.config.model_type = "llama-rala"
-    model.config.auto_map = {
+    # model.config.auto_map = {
-        "AutoConfig": "llama.configuration_rala.LlamaRalaConfig",
+    #     "AutoConfig": "llama.configuration_rala.LlamaRalaConfig",
-        "AutoModel": "llama.modeling_rala.LlamaRalaModel",
+    #     "AutoModel": "llama.modeling_rala.LlamaRalaModel",
-        "AutoModelForCausalLM": "llama.modeling_rala.LlamaRalaForCausalLM",
+    #     "AutoModelForCausalLM": "llama.modeling_rala.LlamaRalaForCausalLM",
-    }
+    # }
     return model