Add default int4 configurations for DeepSeek-R1-Distill-Qwen models (#1168)

Author: nikita-savelyevv

optimum/intel/openvino/configuration.py

@@ -210,6 +210,24 @@ class OVQuantizationMethod(str, Enum):
         "quant_method": OVQuantizationMethod.AWQ,
         "scale_estimation": True,
     },
+    "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B": {
+        "bits": 4,
+        "sym": False,
+        "group_size": 32,
+        "ratio": 0.7,
+        "dataset": "wikitext2",
+        "quant_method": OVQuantizationMethod.AWQ,
+        "scale_estimation": True,
+    },
+    "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B": {
+        "bits": 4,
+        "sym": False,
+        "group_size": 128,
+        "ratio": 1.0,
+        "dataset": "wikitext2",
+        "quant_method": OVQuantizationMethod.AWQ,
+        "scale_estimation": True,
+    },
     "deepseek-ai/DeepSeek-R1-Distill-Llama-8B": {
         "bits": 4,
         "sym": False,