fix encoder hook (#25735)

* fix encoder hook

* style

src/transformers/generation/utils.py

@@ -33,7 +33,7 @@ from ..models.auto import (
     MODEL_FOR_SPEECH_SEQ_2_SEQ_MAPPING,
     MODEL_FOR_VISION_2_SEQ_MAPPING,
 )
-from ..utils import ExplicitEnum, ModelOutput, logging
+from ..utils import ExplicitEnum, ModelOutput, is_accelerate_available, logging
 from .beam_constraints import DisjunctiveConstraint, PhrasalConstraint
 from .beam_search import BeamScorer, BeamSearchScorer, ConstrainedBeamSearchScorer
 from .configuration_utils import GenerationConfig
@@ -80,6 +80,9 @@ if TYPE_CHECKING:
 
 logger = logging.get_logger(__name__)
 
+if is_accelerate_available():
+    from accelerate.hooks import AlignDevicesHook, add_hook_to_module
+
 
 @dataclass
 class GreedySearchDecoderOnlyOutput(ModelOutput):
@@ -631,8 +634,11 @@ class GenerationMixin:
         encoder = self.get_encoder()
         # Compatibility with Accelerate big model inference: we need the encoder to outputs stuff on the same device
         # as the inputs.
-        if hasattr(encoder, "_hf_hook"):
-            encoder._hf_hook.io_same_device = True
+        if hasattr(self, "hf_device_map"):
+            if hasattr(encoder, "_hf_hook"):
+                encoder._hf_hook.io_same_device = True
+            else:
+                add_hook_to_module(encoder, AlignDevicesHook(io_same_device=True))
 
         # 2. Prepare encoder args and encoder kwargs from model kwargs.
         irrelevant_prefix = ["decoder_", "cross_attn", "use_cache"]