[Frontend][last/5] Make pooling entrypoints request schema consensus. (#31127)

Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>

vllm/entrypoints/pooling/embed/protocol.py

 # SPDX-License-Identifier: Apache-2.0
 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project
 import time
-from typing import Any, TypeAlias
+from typing import TypeAlias
 
 from pydantic import Field
 
@@ -78,11 +78,6 @@ class EmbeddingCompletionRequest(
 class EmbeddingChatRequest(
     PoolingBasicRequestMixin, ChatRequestMixin, EmbedRequestMixin
 ):
-    mm_processor_kwargs: dict[str, Any] | None = Field(
-        default=None,
-        description=("Additional kwargs to pass to the HF processor."),
-    )
-
     def build_tok_params(self, model_config: ModelConfig) -> TokenizeParams:
         encoder_config = model_config.encoder_config or {}
 

vllm/entrypoints/pooling/pooling/protocol.py

 # SPDX-License-Identifier: Apache-2.0
 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project
 import time
-from typing import Any, Generic, TypeAlias, TypeVar
+from typing import Generic, TypeAlias, TypeVar
 
 from pydantic import Field
 
@@ -65,11 +65,6 @@ class PoolingChatRequest(
 ):
     task: PoolingTask | None = None
 
-    mm_processor_kwargs: dict[str, Any] | None = Field(
-        default=None,
-        description=("Additional kwargs to pass to the HF processor."),
-    )
-
     def build_tok_params(self, model_config: ModelConfig) -> TokenizeParams:
         encoder_config = model_config.encoder_config or {}
 

vllm/entrypoints/pooling/score/protocol.py

 # SPDX-License-Identifier: Apache-2.0
 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project
 import time
-from typing import Any, TypeAlias
+from typing import TypeAlias
 
 from pydantic import BaseModel, Field
 
@@ -23,13 +23,6 @@ from vllm.utils import random_uuid
 
 
 class ScoreRequestMixin(PoolingBasicRequestMixin, ClassifyRequestMixin):
-    # --8<-- [start:score-extra-params]
-    mm_processor_kwargs: dict[str, Any] | None = Field(
-        default=None,
-        description=("Additional kwargs to pass to the HF processor."),
-    )
-    # --8<-- [end:score-extra-params]
-
     def build_tok_params(self, model_config: ModelConfig) -> TokenizeParams:
         encoder_config = model_config.encoder_config or {}
 
@@ -106,13 +99,6 @@ class RerankRequest(PoolingBasicRequestMixin, ClassifyRequestMixin):
     documents: ScoreInputs
     top_n: int = Field(default_factory=lambda: 0)
 
-    # --8<-- [start:rerank-extra-params]
-    mm_processor_kwargs: dict[str, Any] | None = Field(
-        default=None,
-        description=("Additional kwargs to pass to the HF processor."),
-    )
-    # --8<-- [end:rerank-extra-params]
-
     def build_tok_params(self, model_config: ModelConfig) -> TokenizeParams:
         encoder_config = model_config.encoder_config or {}
 

vllm/utils/print_utils.py

+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
+
+
+def print_embeddings(embeds: list[float]):
+    embeds_trimmed = (str(embeds[:4])[:-1] + ", ...]") if len(embeds) > 4 else embeds
+    print(f"Embeddings: {embeds_trimmed} (size={len(embeds)})")