Isaak Carter Augustus
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Update README.md
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README.md
CHANGED
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@@ -38,6 +38,391 @@ parameters:
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dtype: bfloat16
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```
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| 41 |
## 💻 Usage
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```python
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dtype: bfloat16
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```
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+
## Evaluation
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+
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+
```json
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+
{
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| 45 |
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"all": {
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"acc": 0.6403971587643947,
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| 47 |
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"acc_stderr": 0.03228725576276735,
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"acc_norm": 0.6413927640714372,
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"acc_norm_stderr": 0.03294011331780708,
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"mc1": 0.39167686658506734,
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"mc1_stderr": 0.017087795881769622,
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"mc2": 0.5576866593959974,
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"mc2_stderr": 0.01554622060467735
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+
},
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| 55 |
+
"harness|arc:challenge|25": {
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"acc": 0.6186006825938567,
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| 57 |
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"acc_stderr": 0.014194389086685244,
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| 58 |
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"acc_norm": 0.6450511945392492,
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| 59 |
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"acc_norm_stderr": 0.013983036904094087
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+
},
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| 61 |
+
"harness|hellaswag|10": {
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"acc": 0.6738697470623382,
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"acc_stderr": 0.004678375103797962,
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"acc_norm": 0.8499302927703645,
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"acc_norm_stderr": 0.003564098420387764
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},
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| 67 |
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"harness|hendrycksTest-abstract_algebra|5": {
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"acc": 0.28,
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"acc_stderr": 0.04512608598542128,
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"acc_norm": 0.28,
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"acc_norm_stderr": 0.04512608598542128
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},
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| 73 |
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"harness|hendrycksTest-anatomy|5": {
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"acc": 0.5777777777777777,
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+
"acc_stderr": 0.04266763404099582,
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"acc_norm": 0.5777777777777777,
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| 77 |
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"acc_norm_stderr": 0.04266763404099582
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},
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| 79 |
+
"harness|hendrycksTest-astronomy|5": {
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"acc": 0.6907894736842105,
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| 81 |
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"acc_stderr": 0.037610708698674805,
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| 82 |
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"acc_norm": 0.6907894736842105,
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| 83 |
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"acc_norm_stderr": 0.037610708698674805
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},
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| 85 |
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"harness|hendrycksTest-business_ethics|5": {
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"acc": 0.63,
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"acc_stderr": 0.04852365870939099,
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"acc_norm": 0.63,
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"acc_norm_stderr": 0.04852365870939099
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},
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"harness|hendrycksTest-clinical_knowledge|5": {
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"acc": 0.6830188679245283,
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| 93 |
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"acc_stderr": 0.02863723563980089,
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| 94 |
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"acc_norm": 0.6830188679245283,
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| 95 |
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"acc_norm_stderr": 0.02863723563980089
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| 96 |
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},
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| 97 |
+
"harness|hendrycksTest-college_biology|5": {
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| 98 |
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"acc": 0.7708333333333334,
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| 99 |
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"acc_stderr": 0.03514697467862388,
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| 100 |
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"acc_norm": 0.7708333333333334,
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| 101 |
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"acc_norm_stderr": 0.03514697467862388
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},
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| 103 |
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"harness|hendrycksTest-college_chemistry|5": {
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| 104 |
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"acc": 0.48,
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| 105 |
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"acc_stderr": 0.050211673156867795,
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"acc_norm": 0.48,
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| 107 |
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"acc_norm_stderr": 0.050211673156867795
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},
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| 109 |
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"harness|hendrycksTest-college_computer_science|5": {
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"acc": 0.51,
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"acc_stderr": 0.05024183937956912,
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"acc_norm": 0.51,
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| 113 |
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"acc_norm_stderr": 0.05024183937956912
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},
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"harness|hendrycksTest-college_mathematics|5": {
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"acc": 0.38,
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"acc_stderr": 0.04878317312145634,
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"acc_norm": 0.38,
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| 119 |
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"acc_norm_stderr": 0.04878317312145634
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},
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| 121 |
+
"harness|hendrycksTest-college_medicine|5": {
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| 122 |
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"acc": 0.6358381502890174,
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| 123 |
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"acc_stderr": 0.03669072477416907,
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| 124 |
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"acc_norm": 0.6358381502890174,
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| 125 |
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"acc_norm_stderr": 0.03669072477416907
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+
},
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| 127 |
+
"harness|hendrycksTest-college_physics|5": {
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| 128 |
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"acc": 0.4019607843137255,
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| 129 |
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"acc_stderr": 0.048786087144669955,
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| 130 |
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"acc_norm": 0.4019607843137255,
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| 131 |
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"acc_norm_stderr": 0.048786087144669955
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},
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| 133 |
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"harness|hendrycksTest-computer_security|5": {
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| 134 |
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"acc": 0.74,
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| 135 |
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"acc_stderr": 0.0440844002276808,
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"acc_norm": 0.74,
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| 137 |
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"acc_norm_stderr": 0.0440844002276808
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},
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| 139 |
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"harness|hendrycksTest-conceptual_physics|5": {
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"acc": 0.548936170212766,
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| 141 |
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"acc_stderr": 0.032529096196131965,
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"acc_norm": 0.548936170212766,
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| 143 |
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"acc_norm_stderr": 0.032529096196131965
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+
},
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| 145 |
+
"harness|hendrycksTest-econometrics|5": {
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| 146 |
+
"acc": 0.4649122807017544,
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| 147 |
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"acc_stderr": 0.046920083813689104,
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| 148 |
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"acc_norm": 0.4649122807017544,
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| 149 |
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"acc_norm_stderr": 0.046920083813689104
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},
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| 151 |
+
"harness|hendrycksTest-electrical_engineering|5": {
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| 152 |
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"acc": 0.5172413793103449,
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| 153 |
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"acc_stderr": 0.04164188720169375,
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| 154 |
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"acc_norm": 0.5172413793103449,
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| 155 |
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"acc_norm_stderr": 0.04164188720169375
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| 156 |
+
},
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| 157 |
+
"harness|hendrycksTest-elementary_mathematics|5": {
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| 158 |
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"acc": 0.41534391534391535,
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| 159 |
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"acc_stderr": 0.025379524910778398,
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| 160 |
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"acc_norm": 0.41534391534391535,
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| 161 |
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"acc_norm_stderr": 0.025379524910778398
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| 162 |
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},
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| 163 |
+
"harness|hendrycksTest-formal_logic|5": {
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| 164 |
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"acc": 0.4444444444444444,
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| 165 |
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"acc_stderr": 0.044444444444444495,
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| 166 |
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"acc_norm": 0.4444444444444444,
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| 167 |
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"acc_norm_stderr": 0.044444444444444495
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| 168 |
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},
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| 169 |
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"harness|hendrycksTest-global_facts|5": {
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| 170 |
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"acc": 0.33,
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| 171 |
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"acc_stderr": 0.047258156262526045,
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| 172 |
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"acc_norm": 0.33,
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| 173 |
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"acc_norm_stderr": 0.047258156262526045
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| 174 |
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},
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| 175 |
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"harness|hendrycksTest-high_school_biology|5": {
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| 176 |
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"acc": 0.7741935483870968,
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| 177 |
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"acc_stderr": 0.023785577884181012,
|
| 178 |
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"acc_norm": 0.7741935483870968,
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| 179 |
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"acc_norm_stderr": 0.023785577884181012
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| 180 |
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},
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| 181 |
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"harness|hendrycksTest-high_school_chemistry|5": {
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| 182 |
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"acc": 0.4729064039408867,
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| 183 |
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"acc_stderr": 0.03512819077876106,
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| 184 |
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"acc_norm": 0.4729064039408867,
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| 185 |
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"acc_norm_stderr": 0.03512819077876106
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| 186 |
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},
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| 187 |
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"harness|hendrycksTest-high_school_computer_science|5": {
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| 188 |
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"acc": 0.68,
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| 189 |
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"acc_stderr": 0.04688261722621505,
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| 190 |
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"acc_norm": 0.68,
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| 191 |
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"acc_norm_stderr": 0.04688261722621505
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| 192 |
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},
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| 193 |
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"harness|hendrycksTest-high_school_european_history|5": {
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| 194 |
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"acc": 0.793939393939394,
|
| 195 |
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"acc_stderr": 0.0315841532404771,
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| 196 |
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"acc_norm": 0.793939393939394,
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"acc_norm_stderr": 0.0315841532404771
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},
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"harness|hendrycksTest-high_school_geography|5": {
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"acc": 0.8181818181818182,
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"acc_stderr": 0.027479603010538804,
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"acc_norm": 0.8181818181818182,
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"acc_norm_stderr": 0.027479603010538804
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},
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"harness|hendrycksTest-high_school_government_and_politics|5": {
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"acc": 0.9067357512953368,
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"acc_stderr": 0.02098685459328972,
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"acc_norm": 0.9067357512953368,
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"acc_norm_stderr": 0.02098685459328972
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},
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"harness|hendrycksTest-high_school_macroeconomics|5": {
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"acc": 0.658974358974359,
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"acc_stderr": 0.024035489676335082,
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"acc_norm": 0.658974358974359,
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"acc_norm_stderr": 0.024035489676335082
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"harness|hendrycksTest-high_school_mathematics|5": {
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"acc": 0.32592592592592595,
|
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"acc_stderr": 0.028578348365473072,
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| 220 |
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|
| 221 |
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| 222 |
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| 223 |
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|
| 224 |
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| 225 |
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| 226 |
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| 227 |
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| 228 |
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| 229 |
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"harness|hendrycksTest-high_school_physics|5": {
|
| 230 |
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| 231 |
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| 232 |
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| 233 |
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| 234 |
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},
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| 235 |
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|
| 236 |
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| 237 |
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| 240 |
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| 241 |
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| 242 |
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| 246 |
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| 247 |
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| 248 |
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| 252 |
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},
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| 253 |
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| 254 |
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| 258 |
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},
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| 259 |
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| 260 |
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| 264 |
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},
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| 265 |
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| 270 |
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},
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| 271 |
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| 272 |
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| 273 |
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| 276 |
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},
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| 277 |
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| 278 |
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| 279 |
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| 282 |
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},
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| 283 |
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| 284 |
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| 287 |
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| 288 |
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},
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| 289 |
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| 294 |
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| 300 |
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},
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| 301 |
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| 302 |
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| 306 |
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},
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| 307 |
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"harness|hendrycksTest-medical_genetics|5": {
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| 308 |
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| 309 |
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| 310 |
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| 311 |
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| 312 |
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},
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| 313 |
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"harness|hendrycksTest-miscellaneous|5": {
|
| 314 |
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"acc": 0.8007662835249042,
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| 315 |
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| 317 |
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| 318 |
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},
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| 319 |
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"harness|hendrycksTest-moral_disputes|5": {
|
| 320 |
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| 321 |
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| 324 |
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},
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| 325 |
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"harness|hendrycksTest-moral_scenarios|5": {
|
| 326 |
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| 327 |
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| 328 |
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| 329 |
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| 330 |
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},
|
| 331 |
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"harness|hendrycksTest-nutrition|5": {
|
| 332 |
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| 333 |
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| 334 |
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| 335 |
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| 336 |
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},
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| 337 |
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"harness|hendrycksTest-philosophy|5": {
|
| 338 |
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| 339 |
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| 341 |
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| 342 |
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},
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| 343 |
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"harness|hendrycksTest-prehistory|5": {
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| 344 |
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| 347 |
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| 348 |
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},
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| 349 |
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"harness|hendrycksTest-professional_accounting|5": {
|
| 350 |
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| 351 |
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| 352 |
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| 353 |
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| 354 |
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},
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| 355 |
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"harness|hendrycksTest-professional_law|5": {
|
| 356 |
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| 357 |
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| 358 |
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| 359 |
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| 360 |
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},
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| 361 |
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|
| 362 |
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| 363 |
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| 364 |
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| 365 |
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| 366 |
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},
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| 367 |
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|
| 368 |
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| 369 |
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| 370 |
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|
| 371 |
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"acc_norm_stderr": 0.018926082916083376
|
| 372 |
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},
|
| 373 |
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"harness|hendrycksTest-public_relations|5": {
|
| 374 |
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|
| 375 |
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| 376 |
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| 377 |
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|
| 378 |
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},
|
| 379 |
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"harness|hendrycksTest-security_studies|5": {
|
| 380 |
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|
| 381 |
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| 382 |
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| 383 |
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| 384 |
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},
|
| 385 |
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"harness|hendrycksTest-sociology|5": {
|
| 386 |
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|
| 387 |
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|
| 388 |
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|
| 389 |
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|
| 390 |
+
},
|
| 391 |
+
"harness|hendrycksTest-us_foreign_policy|5": {
|
| 392 |
+
"acc": 0.83,
|
| 393 |
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|
| 394 |
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"acc_norm": 0.83,
|
| 395 |
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"acc_norm_stderr": 0.0377525168068637
|
| 396 |
+
},
|
| 397 |
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"harness|hendrycksTest-virology|5": {
|
| 398 |
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"acc": 0.5421686746987951,
|
| 399 |
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"acc_stderr": 0.0387862677100236,
|
| 400 |
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"acc_norm": 0.5421686746987951,
|
| 401 |
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"acc_norm_stderr": 0.0387862677100236
|
| 402 |
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},
|
| 403 |
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"harness|hendrycksTest-world_religions|5": {
|
| 404 |
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|
| 405 |
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| 406 |
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"acc_norm": 0.8187134502923976,
|
| 407 |
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"acc_norm_stderr": 0.029547741687640038
|
| 408 |
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},
|
| 409 |
+
"harness|truthfulqa:mc|0": {
|
| 410 |
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"mc1": 0.39167686658506734,
|
| 411 |
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"mc1_stderr": 0.017087795881769622,
|
| 412 |
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"mc2": 0.5576866593959974,
|
| 413 |
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"mc2_stderr": 0.01554622060467735
|
| 414 |
+
},
|
| 415 |
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"harness|winogrande|5": {
|
| 416 |
+
"acc": 0.7884767166535123,
|
| 417 |
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"acc_stderr": 0.011477747684223188
|
| 418 |
+
},
|
| 419 |
+
"harness|gsm8k|5": {
|
| 420 |
+
"acc": 0.6360879454131918,
|
| 421 |
+
"acc_stderr": 0.013252539227966195
|
| 422 |
+
}
|
| 423 |
+
}
|
| 424 |
+
```
|
| 425 |
+
|
| 426 |
## 💻 Usage
|
| 427 |
|
| 428 |
```python
|