diff --git a/benchmarks/benchmark_ngram_proposer.py b/benchmarks/benchmark_ngram_proposer.py
index 872a263318ff7..b5373d383b548 100644
--- a/benchmarks/benchmark_ngram_proposer.py
+++ b/benchmarks/benchmark_ngram_proposer.py
@@ -32,7 +32,6 @@ def benchmark_propose(args):
 
         model_config = ModelConfig(
             model="facebook/opt-125m",
-            task="generate",
             max_model_len=args.num_token + args.num_spec_token,
             tokenizer="facebook/opt-125m",
             tokenizer_mode="auto",
diff --git a/tests/models/language/pooling/test_mm_classifier_conversion.py b/tests/models/language/pooling/test_mm_classifier_conversion.py
index a31a771238e26..d50ee85b9fd2b 100644
--- a/tests/models/language/pooling/test_mm_classifier_conversion.py
+++ b/tests/models/language/pooling/test_mm_classifier_conversion.py
@@ -17,7 +17,6 @@ def test_idefics_multimodal(
     with vllm_runner(
         model_name="HuggingFaceM4/Idefics3-8B-Llama3",
         runner="pooling",
-        task="classify",
         convert="classify",
         load_format="dummy",
         max_model_len=512,
@@ -86,7 +85,6 @@ def test_gemma_multimodal(
     with vllm_runner(
         model_name="google/gemma-3-4b-it",
         runner="pooling",
-        task="classify",
         convert="classify",
         load_format="auto",
         hf_overrides=update_config,