Adding ccl_enabled flag during model loading and passing CCL lists during compilation process

Signed-off-by: Vahid Janfaza <[email protected]>

Author: vjanfaza

QEfficient/transformers/models/modeling_auto.py

@@ -935,7 +935,9 @@ def __init__(
         self.vision_model = QEffVisionEncoderForTextImageToTextModel(model, **kwargs)
         self.lang_model = QEffCausalLMForTextImageToTextModel(model, **kwargs)
         self.continuous_batching = continuous_batching
-        self.ccl_enabled = qaic_config.get("ccl_enabled", False)
+        self.ccl_enabled = False
+        if qaic_config:
+            self.ccl_enabled = qaic_config.get("ccl_enabled", False)
         self.comp_ctx_lengths_prefill, self.comp_ctx_lengths_decode = None, None
         self.input_shapes, self.output_names = None, None
 
@@ -1647,7 +1649,9 @@ def __init__(
             else:
                 self.model.config.use_cache = True
         self.hash_params["qeff_auto_class"] = self.__class__.__name__
-        self.ccl_enabled = qaic_config.get("ccl_enabled", False)
+        self.ccl_enabled = False
+        if qaic_config:
+            self.ccl_enabled = qaic_config.get("ccl_enabled", False)
         self.comp_ctx_lengths_prefill, self.comp_ctx_lengths_decode = None, None
 
     @classmethod
@@ -2399,7 +2403,9 @@ def __init__(
         self.is_tlm = transformed
 
         self.hash_params["qeff_auto_class"] = self.__class__.__name__
-        self.ccl_enabled = qaic_config.get("ccl_enabled", False)
+        self.ccl_enabled = False
+        if qaic_config:
+            self.ccl_enabled = qaic_config.get("ccl_enabled", False)
         self.comp_ctx_lengths_prefill, self.comp_ctx_lengths_decode = None, None
 
         # ---Sampling---