diff --git a/tests/models/language/generation_ppl_test/ppl_utils.py b/tests/models/language/generation_ppl_test/ppl_utils.py
index dcef365e99..43f6066b1c 100644
--- a/tests/models/language/generation_ppl_test/ppl_utils.py
+++ b/tests/models/language/generation_ppl_test/ppl_utils.py
@@ -51,7 +51,6 @@ def wikitext_ppl_test(
         gpu_memory_utilization=0.7,
         max_model_len=max_length,
         max_num_seqs=1,
-        enforce_eager=True,
         **vllm_extra_kwargs,
     ) as vllm_model:
         # Use max_num_seqs=1 to avoid OOM,
diff --git a/tests/models/language/pooling_mteb_test/mteb_utils.py b/tests/models/language/pooling_mteb_test/mteb_utils.py
index a4a7f1b48d..d96dc90416 100644
--- a/tests/models/language/pooling_mteb_test/mteb_utils.py
+++ b/tests/models/language/pooling_mteb_test/mteb_utils.py
@@ -192,7 +192,6 @@ def mteb_test_embed_models(
         model_info.name,
         runner="pooling",
         max_model_len=None,
-        enforce_eager=True,
         **vllm_extra_kwargs,
     ) as vllm_model:
         model_config = vllm_model.llm.llm_engine.model_config
@@ -349,7 +348,6 @@ def mteb_test_rerank_models(
         runner="pooling",
         max_model_len=None,
         max_num_seqs=8,
-        enforce_eager=True,
         **vllm_extra_kwargs,
     ) as vllm_model:
         model_config = vllm_model.llm.llm_engine.model_config