Update test references for NNCF 3.1.0

Author: andrey-churkin

setup.py

@@ -31,7 +31,7 @@
     "optimum-onnx@git+https://github.com/huggingface/optimum-onnx.git@main",
     "transformers>=4.45,<4.58",
     "setuptools",
-    "nncf>=2.19.0",
+    "nncf>=3.1.0",
     "openvino>=2025.4.0",
     "openvino-tokenizers>=2025.4.0",
 ]
@@ -68,8 +68,8 @@
 QUALITY_REQUIRE = ["black~=23.1", "ruff==0.4.4"]
 
 EXTRAS_REQUIRE = {
-    "nncf": ["nncf>=2.19.0"],
-    "openvino": ["nncf>=2.19.0", "openvino>=2025.4.0", "openvino-tokenizers>=2025.4.0"],
+    "nncf": ["nncf>=3.1.0"],
+    "openvino": ["nncf>=3.1.0", "openvino>=2025.4.0", "openvino-tokenizers>=2025.4.0"],
     "neural-compressor": ["neural-compressor[pt]>=3.4.1,<3.8", "accelerate", "transformers<4.46", "datasets"],
     "ipex": ["intel-extension-for-pytorch>=2.8", "transformers>4.54,<4.56", "accelerate"],
     "diffusers": ["diffusers"],

tests/openvino/test_exporters_cli.py

@@ -539,7 +539,7 @@ class OVCLIExportTestCase(unittest.TestCase):
             "text-generation-with-past",
             "opt125m",
             "mxfp4",
-            {"model": {"int8": 4, "f4e2m1": 72, "f8e8m0": 72}},
+            {"model": {"int8": 0, "f4e2m1": 72, "f8e4m3": 2, "f8e8m0": 74}},
         ),
         (
             "text-generation-with-past",

tests/openvino/test_quantization.py

@@ -613,7 +613,7 @@ class OVWeightCompressionTest(unittest.TestCase):
             "gpt2",
             False,
             dict(bits=4, dtype="mxfp4", group_size=32),
-            {"model": {"int8": 4, "f4e2m1": 20, "f8e8m0": 20}},
+            {"model": {"int8": 0, "f4e2m1": 20, "f8e8m0": 22, "f8e4m3": 2}},
         ),
         (
             OVModelForCausalLM,