[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/model_executor/models/qwen2.py

@@ -39,7 +39,11 @@ from fastdeploy.model_executor.layers.linear import (
 )
 from fastdeploy.model_executor.layers.lm_head import ParallelLMHead
 from fastdeploy.model_executor.layers.normalization import RMSNorm
-from fastdeploy.model_executor.models.model_base import ModelForCasualLM
+from fastdeploy.model_executor.models.model_base import (
+    ModelCategory,
+    ModelForCasualLM,
+    ModelRegistry,
+)
 
 
 class Qwen2MLP(nn.Layer):
@@ -282,6 +286,12 @@ class Qwen2Model(nn.Layer):
         return out
 
 
+@ModelRegistry.register_model_class(
+    architecture="Qwen2ForCausalLM",
+    module_path="qwen2",
+    category=[ModelCategory.TEXT_GENERATION, ModelCategory.EMBEDDING],
+    primary_use=ModelCategory.TEXT_GENERATION,
+)
 class Qwen2ForCausalLM(ModelForCasualLM):
     """
     Qwen2ForCausalLM