Add support for custom checkpoints in MusicGen (#30011)

* feat: support custom checkpoint

* update: revert changes and add TODO

* update: docs and exception handling

* fix: ah, extra space

src/transformers/models/musicgen/convert_musicgen_transformers.py

@@ -88,24 +88,24 @@ def rename_state_dict(state_dict: OrderedDict, hidden_size: int) -> Tuple[Dict,
 
 
 def decoder_config_from_checkpoint(checkpoint: str) -> MusicgenDecoderConfig:
-    if checkpoint == "small" or checkpoint == "facebook/musicgen-stereo-small":
+    if checkpoint.endswith("small"):
         # default config values
         hidden_size = 1024
         num_hidden_layers = 24
         num_attention_heads = 16
-    elif checkpoint == "medium" or checkpoint == "facebook/musicgen-stereo-medium":
+    elif checkpoint.endswith("medium"):
         hidden_size = 1536
         num_hidden_layers = 48
         num_attention_heads = 24
-    elif checkpoint == "large" or checkpoint == "facebook/musicgen-stereo-large":
+    elif checkpoint.endswith("large"):
         hidden_size = 2048
         num_hidden_layers = 48
         num_attention_heads = 32
     else:
         raise ValueError(
             "Checkpoint should be one of `['small', 'medium', 'large']` for the mono checkpoints, "
-            "or `['facebook/musicgen-stereo-small', 'facebook/musicgen-stereo-medium', 'facebook/musicgen-stereo-large']` "
-            f"for the stereo checkpoints, got {checkpoint}."
+            "`['facebook/musicgen-stereo-small', 'facebook/musicgen-stereo-medium', 'facebook/musicgen-stereo-large']` "
+            f"for the stereo checkpoints, or a custom checkpoint with the checkpoint size as a suffix, got {checkpoint}."
         )
 
     if "stereo" in checkpoint:
@@ -208,9 +208,9 @@ if __name__ == "__main__":
         default="small",
         type=str,
         help="Checkpoint size of the MusicGen model you'd like to convert. Can be one of: "
-        "`['small', 'medium', 'large']` for the mono checkpoints, or "
+        "`['small', 'medium', 'large']` for the mono checkpoints, "
         "`['facebook/musicgen-stereo-small', 'facebook/musicgen-stereo-medium', 'facebook/musicgen-stereo-large']` "
-        "for the stereo checkpoints.",
+        "for the stereo checkpoints, or a custom checkpoint with the checkpoint size as a suffix.",
     )
     parser.add_argument(
         "--pytorch_dump_folder",