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metrics/best_lambda_per_dataset.csv

@@ -0,0 +1,4 @@
+dataset,lambda,f1,em,rank
+squad,0.0,0.8084845943530155,0.73,best_f1
+boolq,0.1,0.421834040881143,0.01,best_f1
+gsm8k,0.35,0.013244454531817168,0.0,best_f1

metrics/calibration_summary.json

@@ -0,0 +1,48 @@
+{
+  "model": "Qwen/Qwen2.5-14B",
+  "lambda_grid": [
+    0.0,
+    0.001,
+    0.003,
+    0.01,
+    0.03,
+    0.07,
+    0.1,
+    0.2,
+    0.35,
+    0.5,
+    0.75,
+    1.0
+  ],
+  "datasets": [
+    "squad",
+    "boolq",
+    "gsm8k"
+  ],
+  "overall_best_lambda": 0.0,
+  "overall_mean_f1": 0.3915079185838943,
+  "per_dataset": [
+    {
+      "dataset": "squad",
+      "lambda": 0.0,
+      "f1": 0.8084845943530155,
+      "em": 0.73,
+      "rank": "best_f1"
+    },
+    {
+      "dataset": "boolq",
+      "lambda": 0.1,
+      "f1": 0.421834040881143,
+      "em": 0.01,
+      "rank": "best_f1"
+    },
+    {
+      "dataset": "gsm8k",
+      "lambda": 0.35,
+      "f1": 0.013244454531817168,
+      "em": 0.0,
+      "rank": "best_f1"
+    }
+  ],
+  "wall_time_s": 31265.1
+}

metrics/lambda_sweep_all.csv

@@ -0,0 +1,37 @@
+dataset,lambda,f1,em
+squad,0.0,0.8084845943530155,0.73
+squad,0.001,0.7934619764480445,0.705
+squad,0.003,0.8015713839075468,0.715
+squad,0.01,0.43166876330925513,0.26
+squad,0.03,0.3354164717149426,0.115
+squad,0.07,0.39264503008938867,0.205
+squad,0.1,0.24253883930782508,0.135
+squad,0.2,0.26447016585481925,0.18
+squad,0.35,0.37462381048552984,0.235
+squad,0.5,0.18633230490240454,0.08
+squad,0.75,0.3036747486206227,0.19
+squad,1.0,0.17261499089399016,0.075
+boolq,0.0,0.3597446651754626,0.3
+boolq,0.001,0.05340674584411742,0.0
+boolq,0.003,0.14612067392175368,0.01
+boolq,0.01,0.07098145080140754,0.0
+boolq,0.03,0.10679350481132904,0.0
+boolq,0.07,0.17333502351549918,0.005
+boolq,0.1,0.421834040881143,0.01
+boolq,0.2,0.19048140005614095,0.0
+boolq,0.35,0.09962929629504959,0.0
+boolq,0.5,0.2000865590576562,0.005
+boolq,0.75,0.29595718503937535,0.03
+boolq,1.0,0.20763175449461305,0.005
+gsm8k,0.0,0.006294496223204664,0.0
+gsm8k,0.001,0.007407262942159968,0.0
+gsm8k,0.003,0.006538724962638006,0.0
+gsm8k,0.01,0.005946719473573694,0.0
+gsm8k,0.03,0.00532038332038332,0.0
+gsm8k,0.07,0.006953429949923639,0.0
+gsm8k,0.1,0.010402522892843357,0.0
+gsm8k,0.2,0.01299223229748955,0.0
+gsm8k,0.35,0.013244454531817168,0.0
+gsm8k,0.5,0.011771560312280438,0.0
+gsm8k,0.75,0.010669587379556611,0.0
+gsm8k,1.0,0.009153669043361094,0.0