diff --git a/src/plugins/intel_cpu/tests/functional/shared_tests_instances/skip_tests_config.cpp b/src/plugins/intel_cpu/tests/functional/shared_tests_instances/skip_tests_config.cpp
index c230d468cd7..85e8c2e1061 100644
--- a/src/plugins/intel_cpu/tests/functional/shared_tests_instances/skip_tests_config.cpp
+++ b/src/plugins/intel_cpu/tests/functional/shared_tests_instances/skip_tests_config.cpp
@@ -303,8 +303,6 @@ std::vector<std::string> disabledTestPatterns() {
         R"(.*(nightly|smoke)_MM_Brgemm_Static/MatMulLayerCPUTest.CompareWithRefs/MatMul_IS=\[\]_\[\]_TS=\(\(55.12\)\)_\(\(12.55\)\)_.*config=\(INFERENCE_PRECISION_HINT=bf16_\)_Fused=Multiply\(PerChannel\)_primitive=brgemm_avx512.*)",
         R"(.*smoke_MM_Brgemm_Dynamic_Fusing/MatMulLayerCPUTest.CompareWithRefs/MatMul_IS=\[\?.\?\]_\[\?.33\]_TS=\(\(16.12\)_\(33.7\)_\(16.12\)\)_\(\(12.33\)_\(7.33\)_\(12.33\)\)_transpose_a=0_transpose_b=0_secondaryInputType=PARAMETER_netPRC=f32_inPRC=undefined_outPRC=undefined_trgDev=CPUconfig=\(INFERENCE_PRECISION_HINT=bf16_\)_Fused=Multiply\(PerChannel\)_primitive=brgemm_avx512.*)",
         // Issue: 140389
-        R"(.*smoke_GatherCompressedWeights_basic/GatherWeightsDecompression.CompareWithRefs.*i4.*)",
-        R"(.*smoke_MatmulAndGatherSharedWeightsDecompression.*weights_precision=i4.*decompression_subtract=1.*)",
         R"(.*FQLayerDQBias.smoke_CompareWithRefs.*)",
         R"(.*smoke_matmulBrgemmInt8/MatmulBrgemmInt8Test.CompareWithRefs.*MatMul.*InputType=i8_OutputType=i8.*)",
         R"(.*smoke_Snippets_MHAWOTransposeOnInputs_4D/MHAWOTransposeOnInputs.CompareWithRefImpl.*)",
diff --git a/src/tests/functional/shared_test_classes/src/subgraph/weights_decompression_builders.cpp b/src/tests/functional/shared_test_classes/src/subgraph/weights_decompression_builders.cpp
index 6f86e420b1a..38e45065c43 100644
--- a/src/tests/functional/shared_test_classes/src/subgraph/weights_decompression_builders.cpp
+++ b/src/tests/functional/shared_test_classes/src/subgraph/weights_decompression_builders.cpp
@@ -200,9 +200,11 @@ std::shared_ptr<ov::Node> initGatherDecompressionSubgraph(const ov::Shape& data_
         original_data_shape[data_idx] = data_shape[1] / group_size;
         original_data_shape.insert(original_data_shape.begin() + data_idx + 1, group_size);
     }
-    ov::test::utils::InputGenerateData generate_data;
+
+    const auto up_to = data_precision == ov::element::i4 ? 7 : 15;
+    ov::test::utils::InputGenerateData generate_data(0, up_to);
     if (data_precision.is_signed())
-        generate_data.start_from = -5;
+        generate_data.start_from = -1;
     auto weights_tensor = ov::test::utils::create_and_fill_tensor(data_precision, original_data_shape, generate_data);
     auto weights = std::make_shared<ov::op::v0::Constant>(weights_tensor);
     weights->set_friendly_name("Compressed_weights");
@@ -226,7 +228,7 @@ std::shared_ptr<ov::Node> initGatherDecompressionSubgraph(const ov::Shape& data_
                                      scaleshift_const_shape.end());
     if (add_subtract) {
         auto shift_tensor_shape = per_tensor_zp ? ov::Shape{1} : scaleshift_const_shape;
-        auto shift_tensor = ov::test::utils::create_and_fill_tensor(data_precision, shift_tensor_shape);
+        auto shift_tensor = ov::test::utils::create_and_fill_tensor(data_precision, shift_tensor_shape, ov::test::utils::InputGenerateData(0, up_to));
         if (per_tensor_zp && data_precision.bitwidth() == 4) {
             static_cast<uint8_t*>(shift_tensor.data())[0] = 0x88;
         }