[Feature] support pool (#3827)

* support pool

* update pooling

* add pooler_config and check

* update

* support AutoWeightsLoader load weight

* fix

* update

* delete print

* update pre-commit

* fix

* fix xpu

* fix ModelRegistry->model_registry

* fix Copilot review

* fix pooler.py

* delete StepPooler

* fix abstract

* fix default_loader_v1

* fix Pre Commit

* support torch qwen3 dense

* add test and fix torch-qwen

* fix

* fix

* adapter ci:

* fix review

* fix pooling_params.py

* fix

* fix tasks.py 2025

* fix print and logger

* Modefy ModelRegistry and delete AutoWeightsLoader

* fix logger

* fix test_embedding

* fix ci bug

* ernie4_5 model_registry

* fix test

* support Qwen3-Embedding-0.6B tp=1 load

* fix extra code

* fix

* delete fix vocab_size

* delete prepare_params_dict

* fix:

fastdeploy/worker/worker_process.py

@@ -45,7 +45,7 @@ from fastdeploy.inter_communicator import IPCSignal
 from fastdeploy.model_executor.layers.quantization import parse_quant_config
 from fastdeploy.platforms import current_platform
 from fastdeploy.scheduler import SchedulerConfig
-from fastdeploy.utils import get_logger
+from fastdeploy.utils import get_logger, optional_type
 from fastdeploy.worker.worker_base import WorkerBase
 
 logger = get_logger("worker_process", "worker_process.log")
@@ -643,6 +643,27 @@ def parse_args():
         help="Flag to specify dtype of lm_head as FP32",
     )
 
+    parser.add_argument(
+        "--runner",
+        type=str,
+        default="auto",
+        help="The type of model runner to use.Each FD instance only supports one model runner.even if the same model can be used for multiple types.",
+    )
+
+    parser.add_argument(
+        "--convert",
+        type=str,
+        default="auto",
+        help="Convert the model using adapters. The most common use case is to adapt a text generation model to be used for pooling tasks.",
+    )
+
+    parser.add_argument(
+        "--override-pooler-config",
+        type=optional_type(json.loads),
+        default=None,
+        help="Override configuration for the pooler.",
+    )
+
     args = parser.parse_args()
     return args