working generation

src/transformers/models/moshi/configuration_moshi.py

@@ -97,7 +97,7 @@ class MoshiConfig(PretrainedConfig):
 
     Example:
 
-    ```python
+    ```python # TODO(YL): update
     >>> from transformers import (
     ...     MoshiConfig,
     ...     EncodecConfig,
@@ -189,21 +189,24 @@ def __init__(self,
         self.depth_head_dim = depth_head_dim or depth_hidden_size // depth_num_attention_heads
         self.depth_num_key_value_heads = depth_num_key_value_heads if depth_num_key_value_heads is not None else depth_num_attention_heads
 
-        super().__init__(tie_word_embeddings=tie_word_embeddings, **kwargs)
-
-        if "audio_encoder" not in kwargs:
+        audio_encoder_config = kwargs.pop("audio_encoder", None)
+        if audio_encoder_config is None:
             raise ValueError("Config has to be initialized with audio_encoder config")
-
-        audio_encoder_config = kwargs.pop("audio_encoder")
+
         audio_encoder_model_type = audio_encoder_config.pop("model_type")
 
         self.audio_encoder = AutoConfig.for_model(audio_encoder_model_type, **audio_encoder_config)
+
         if self.num_codebooks > self.audio_encoder.num_codebooks:
             raise ValueError(f"`num_codebooks={num_codebooks}` is greater than the maximum number of codebooks that the audio encoder can deal with ({self.audio_encoder.num_codebooks}). Please lower it.")
 
         self.audio_vocab_size = self.audio_encoder.codebook_size if audio_vocab_size is None else audio_vocab_size
+
+        super().__init__(tie_word_embeddings=tie_word_embeddings, **kwargs)
 
-
+    @property
+    def sampling_rate(self):
+        return self.audio_encoder.sampling_rate
 
     @classmethod
     def from_audio_encoder_config(
@@ -213,17 +216,12 @@ def from_audio_encoder_config(
     ):
         r"""
         Instantiate a [`MoshiConfig`] (or a derived class) from an audio encoder configuration.
-
+    
         Returns:
             [`MoshiConfig`]: An instance of a configuration object
         """
-
+    
         return cls(
             audio_encoder=audio_encoder_config.to_dict(),
             **kwargs,
         )
-
-    @property
-    # This is a property because you might want to change the codec model on the fly
-    def sampling_rate(self):
-        return self.audio_encoder.sampling_rate