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nf4_bitsandbytes/metrics.json

@@ -0,0 +1,60 @@
+{
+  "model_name": "NF4 (bitsandbytes)",
+  "quantization_method": "bitsandbytes",
+  "num_samples_evaluated": 2000,
+  "accuracy": 0.9495,
+  "precision": 0.9493676564802229,
+  "recall": 0.9495,
+  "f1_score": 0.9494144946434884,
+  "confusion_matrix": [
+    [
+      494,
+      4,
+      12,
+      1
+    ],
+    [
+      1,
+      521,
+      2,
+      2
+    ],
+    [
+      12,
+      0,
+      407,
+      30
+    ],
+    [
+      11,
+      2,
+      24,
+      477
+    ]
+  ],
+  "per_class_metrics": {
+    "World": {
+      "precision": 0.9536679536679536,
+      "recall": 0.9667318982387475,
+      "f1": 0.9601554907677357
+    },
+    "Sports": {
+      "precision": 0.9886148007590133,
+      "recall": 0.9904942965779467,
+      "f1": 0.9895536562203229
+    },
+    "Business": {
+      "precision": 0.9146067415730337,
+      "recall": 0.9064587973273942,
+      "f1": 0.9105145413870246
+    },
+    "Sci/Tech": {
+      "precision": 0.9352941176470588,
+      "recall": 0.9280155642023347,
+      "f1": 0.931640625
+    }
+  },
+  "memory_mb": 463.8560791015625,
+  "avg_latency_ms": 44.3813898563385,
+  "std_latency_ms": 0.9653246792294323
+}