diff --git a/onnxruntime/core/providers/qnn/builder/onnx_ctx_model_helper.cc b/onnxruntime/core/providers/qnn/builder/onnx_ctx_model_helper.cc
index 884b2368ba11d..86e1c2d241007 100644
--- a/onnxruntime/core/providers/qnn/builder/onnx_ctx_model_helper.cc
+++ b/onnxruntime/core/providers/qnn/builder/onnx_ctx_model_helper.cc
@@ -156,31 +156,6 @@ Status LoadQnnCtxFromOnnxGraph(const onnxruntime::GraphViewer& graph_viewer,
   return Status::OK();
 }
 
-Status GetMetadataFromEpContextModel(const onnxruntime::PathString& ctx_onnx_model_path,
-                                     std::string& model_name,
-                                     std::string& model_description,
-                                     std::vector<std::string>& graph_partition_names,
-                                     std::string& cache_source,
-                                     const logging::Logger& logger) {
-  using namespace onnxruntime;
-  std::shared_ptr<Model> model;
-  ORT_RETURN_IF_ERROR(Model::Load(ctx_onnx_model_path, model, {}, logger));
-  const auto& graph = GraphViewer(model->MainGraph());
-  model_name = graph.Name();
-  model_description = graph.Description();
-
-  for (const auto& ep_context_node : graph.Nodes()) {
-    if (EPCONTEXT_OP != ep_context_node.OpType()) {
-      continue;
-    }
-    NodeAttrHelper node_helper(ep_context_node);
-    cache_source = node_helper.Get(SOURCE, "");
-    graph_partition_names.push_back(node_helper.Get(PARTITION_NAME, ""));
-  }
-
-  return Status::OK();
-}
-
 bool IsContextCacheFileExists(const std::string& customer_context_cache_path,
                               const onnxruntime::PathString& model_pathstring,
                               onnxruntime::PathString& context_cache_path) {
@@ -194,66 +169,6 @@ bool IsContextCacheFileExists(const std::string& customer_context_cache_path,
   return std::filesystem::is_regular_file(context_cache_path) && std::filesystem::exists(context_cache_path);
 }
 
-Status ValidateWithContextFile(const std::vector<IExecutionProvider::FusedNodeAndGraph>& fused_nodes_and_graphs,
-                               const onnxruntime::PathString& context_cache_path,
-                               const std::string& model_name,
-                               const std::string& model_description,
-                               const logging::Logger& logger) {
-  std::string model_name_from_ctx_cache;
-  std::string model_description_from_ctx_cache;
-  std::vector<std::string> graph_partition_names;
-  std::string cache_source;
-
-  auto status = GetMetadataFromEpContextModel(context_cache_path,
-                                              model_name_from_ctx_cache,
-                                              model_description_from_ctx_cache,
-                                              graph_partition_names,
-                                              cache_source,
-                                              logger);
-  if (!status.IsOK()) {
-    return ORT_MAKE_STATUS(ONNXRUNTIME, INVALID_GRAPH, "Failed to get metadata from EpContext model.");
-  }
-
-  // The source attribute from the skeleton onnx file indicate whether it's generated from QNN toolchain or ORT
-  if (cache_source != kQnnExecutionProvider) {
-    LOGS(logger, VERBOSE) << "Context binary cache is not generated by Ort.";
-    return Status::OK();
-  }
-
-  bool partition_names_matched = true;
-  for (const auto& fused_node_graph : fused_nodes_and_graphs) {
-    const Node& fused_node = fused_node_graph.fused_node;
-    const std::string& graph_meta_id = fused_node.Name();
-    bool name_found = false;
-    for (auto partition_name_from_ctx : graph_partition_names) {
-      if (partition_name_from_ctx == graph_meta_id) {
-        name_found = true;
-        break;
-      }
-    }
-
-    if (!name_found) {
-      LOGS(logger, ERROR) << "Partition meta_id not found from any EPContext node: " << graph_meta_id;
-      partition_names_matched = false;
-      break;
-    }
-  }
-
-  if (model_name != model_name_from_ctx_cache ||
-      model_description != model_description_from_ctx_cache ||
-      !partition_names_matched) {
-    std::string message = onnxruntime::MakeString("Metadata mismatch. onnx: ",
-                                                  model_name, " ", model_description,
-                                                  " vs epcontext: ",
-                                                  model_name_from_ctx_cache, " ",
-                                                  model_description_from_ctx_cache,
-                                                  " or the partition name not match.");
-    return ORT_MAKE_STATUS(ONNXRUNTIME, INVALID_GRAPH, message);
-  }
-
-  return Status::OK();
-}
-
 Status GenerateCtxCacheOnnxModel(Model* model,
                                  unsigned char* buffer,
                                  uint64_t buffer_size,
diff --git a/onnxruntime/core/providers/qnn/builder/onnx_ctx_model_helper.h b/onnxruntime/core/providers/qnn/builder/onnx_ctx_model_helper.h
index 80252043e414d..5ad375fb9dcb5 100644
--- a/onnxruntime/core/providers/qnn/builder/onnx_ctx_model_helper.h
+++ b/onnxruntime/core/providers/qnn/builder/onnx_ctx_model_helper.h
@@ -57,19 +57,6 @@ Status LoadQnnCtxFromOnnxGraph(const onnxruntime::GraphViewer& graph_viewer,
                                QnnBackendManager* qnn_backend_manager,
                                std::unordered_map<std::string, std::unique_ptr<qnn::QnnModel>>& qnn_models);
 
-Status ValidateWithContextFile(const std::vector<IExecutionProvider::FusedNodeAndGraph>& fused_nodes_and_graphs,
-                               const onnxruntime::PathString& context_cache_path,
-                               const std::string& model_name,
-                               const std::string& model_description,
-                               const logging::Logger& logger);
-
-Status GetMetadataFromEpContextModel(const onnxruntime::PathString& ctx_onnx_model_path,
-                                     std::string& model_name,
-                                     std::string& model_description,
-                                     std::vector<std::string>& graph_partition_names,
-                                     std::string& cache_source,
-                                     const logging::Logger& logger);
-
 Status GenerateCtxCacheOnnxModel(Model* model,
                                  unsigned char* buffer,
                                  uint64_t buffer_size,