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[TRANSFORMATIONS] SDPAToPA add the model is stateful check #33002

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Merged
merged 3 commits into from
Dec 2, 2025
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[TRANSFORMATIONS] SDPAToPA add the model is stateful check #33002

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639fa05
add check
CuriousPanCake Nov 24, 2025
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CuriousPanCake Nov 24, 2025
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CuriousPanCake Nov 24, 2025
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6 changes: 6 additions & 0 deletions src/core/src/pass/sdpa_to_paged_attention.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -46,6 +46,12 @@ static std::shared_ptr<v0::Parameter> setName(std::shared_ptr<v0::Parameter> nod
bool ov::pass::SDPAToPagedAttention::run_on_model(const std::shared_ptr<ov::Model>& model) {
RUN_ON_MODEL_SCOPE(SDPAToPagedAttention);

OPENVINO_ASSERT(!model->get_variables().empty(),
"Model is supposed to be stateful, cannot perform "
"the SDPAToPagedAttention transformation. "
"For proper conversion run: optimum-cli export openvino --task text-generation-with-past instead "
"of --task text-generation");

OPENVINO_ASSERT(ov::op::util::has_op_with_type<ov::op::v13::ScaledDotProductAttention>(model),
"No ScaledDotProductAttention operation observed in the graph, cannot perform "
"the SDPAToPagedAttention transformation.");
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