[bugfix] fix cpu tests (#10585)

Signed-off-by: youkaichao <youkaichao@gmail.com>

Author: youkaichao

vllm/worker/cpu_embedding_model_runner.py

@@ -3,6 +3,7 @@
 
 import torch
 
+from vllm.forward_context import set_forward_context
 from vllm.model_executor.pooling_metadata import PoolingMetadata
 from vllm.multimodal import MultiModalKwargs
 from vllm.pooling_params import PoolingParams
@@ -64,7 +65,8 @@ def execute_model(
             intermediate_tensors,
         }
 
-        hidden_states = model_executable(**execute_model_kwargs)
+        with set_forward_context(model_input.attn_metadata, self.vllm_config):
+            hidden_states = model_executable(**execute_model_kwargs)
 
         # Only perform pooling in the driver worker.
         if not self.is_driver_worker:

vllm/worker/cpu_enc_dec_model_runner.py

@@ -4,6 +4,7 @@
 import torch
 
 from vllm.attention import AttentionMetadata
+from vllm.forward_context import set_forward_context
 from vllm.model_executor import SamplingMetadata
 from vllm.model_executor.layers.sampler import SamplerOutput
 from vllm.multimodal import MultiModalKwargs
@@ -303,7 +304,8 @@ def execute_model(
             intermediate_tensors,
         }
 
-        hidden_states = model_executable(**execute_model_kwargs)
+        with set_forward_context(model_input.attn_metadata, self.vllm_config):
+            hidden_states = model_executable(**execute_model_kwargs)
 
         # Compute the logits.
         logits = self.model.compute_logits(hidden_states,

vllm/worker/cpu_model_runner.py

@@ -10,6 +10,7 @@
 
 from vllm.attention import AttentionMetadata, get_attn_backend
 from vllm.config import VllmConfig
+from vllm.forward_context import set_forward_context
 from vllm.logger import init_logger
 from vllm.model_executor import SamplingMetadata
 from vllm.model_executor.layers.rotary_embedding import MRotaryEmbedding
@@ -487,14 +488,15 @@ def execute_model(
             multimodal_kwargs = MultiModalKwargs.as_kwargs(
                 model_input.multi_modal_kwargs, device=self.device)
 
-        hidden_states = model_executable(
-            input_ids=model_input.input_tokens,
-            positions=model_input.input_positions,
-            kv_caches=kv_caches,
-            attn_metadata=model_input.attn_metadata,
-            intermediate_tensors=intermediate_tensors,
-            **multimodal_kwargs,
-        )
+        with set_forward_context(model_input.attn_metadata, self.vllm_config):
+            hidden_states = model_executable(
+                input_ids=model_input.input_tokens,
+                positions=model_input.input_positions,
+                kv_caches=kv_caches,
+                attn_metadata=model_input.attn_metadata,
+                intermediate_tensors=intermediate_tensors,
+                **multimodal_kwargs,
+            )
 
         # Compute the logits.
         logits = self.model.compute_logits(hidden_states,