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Update README.md
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README.md
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@@ -17,6 +17,393 @@ JOSIE_Beta-8-7B-slerp is a merge of the following models using [LazyMergekit](ht
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* [HuggingFaceH4/mistral-7b-anthropic](https://huggingface.co/HuggingFaceH4/mistral-7b-anthropic)
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* [HuggingFaceH4/mistral-7b-grok](https://huggingface.co/HuggingFaceH4/mistral-7b-grok)
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| 20 |
## 🧩 Configuration
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| 21 |
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| 22 |
```yaml
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| 17 |
* [HuggingFaceH4/mistral-7b-anthropic](https://huggingface.co/HuggingFaceH4/mistral-7b-anthropic)
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| 18 |
* [HuggingFaceH4/mistral-7b-grok](https://huggingface.co/HuggingFaceH4/mistral-7b-grok)
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+
# Important!!!
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| 21 |
+
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Upon seing the eval benchmarks on the LLM Leaderbard this model performs the worst. the best performing one (in the leaderboard) is the 3 beta version.
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+
```json
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| 25 |
+
{
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| 26 |
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"all": {
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| 27 |
+
"acc": 0.6212846416057433,
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| 28 |
+
"acc_stderr": 0.03289607423593368,
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| 29 |
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"acc_norm": 0.6268274539918854,
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| 30 |
+
"acc_norm_stderr": 0.03356884635772938,
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| 31 |
+
"mc1": 0.3157894736842105,
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| 32 |
+
"mc1_stderr": 0.016272287957916923,
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| 33 |
+
"mc2": 0.4868797251828956,
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| 34 |
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"mc2_stderr": 0.01529943410920313
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| 35 |
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},
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| 36 |
+
"harness|arc:challenge|25": {
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| 37 |
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"acc": 0.5776450511945392,
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| 38 |
+
"acc_stderr": 0.014434138713379981,
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| 39 |
+
"acc_norm": 0.6040955631399317,
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| 40 |
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"acc_norm_stderr": 0.014291228393536592
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| 41 |
+
},
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| 42 |
+
"harness|hellaswag|10": {
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| 43 |
+
"acc": 0.6363274248157738,
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| 44 |
+
"acc_stderr": 0.004800728138792394,
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| 45 |
+
"acc_norm": 0.8365863373829915,
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| 46 |
+
"acc_norm_stderr": 0.0036898701424130753
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| 47 |
+
},
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| 48 |
+
"harness|hendrycksTest-abstract_algebra|5": {
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| 49 |
+
"acc": 0.31,
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| 50 |
+
"acc_stderr": 0.046482319871173156,
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| 51 |
+
"acc_norm": 0.31,
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| 52 |
+
"acc_norm_stderr": 0.046482319871173156
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| 53 |
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},
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| 54 |
+
"harness|hendrycksTest-anatomy|5": {
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| 55 |
+
"acc": 0.6,
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| 56 |
+
"acc_stderr": 0.04232073695151589,
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| 57 |
+
"acc_norm": 0.6,
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| 58 |
+
"acc_norm_stderr": 0.04232073695151589
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| 59 |
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},
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| 60 |
+
"harness|hendrycksTest-astronomy|5": {
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| 61 |
+
"acc": 0.5986842105263158,
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| 62 |
+
"acc_stderr": 0.039889037033362836,
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| 63 |
+
"acc_norm": 0.5986842105263158,
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| 64 |
+
"acc_norm_stderr": 0.039889037033362836
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| 65 |
+
},
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| 66 |
+
"harness|hendrycksTest-business_ethics|5": {
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| 67 |
+
"acc": 0.58,
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| 68 |
+
"acc_stderr": 0.049604496374885836,
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| 69 |
+
"acc_norm": 0.58,
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| 70 |
+
"acc_norm_stderr": 0.049604496374885836
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| 71 |
+
},
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| 72 |
+
"harness|hendrycksTest-clinical_knowledge|5": {
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| 73 |
+
"acc": 0.6867924528301886,
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| 74 |
+
"acc_stderr": 0.028544793319055326,
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| 75 |
+
"acc_norm": 0.6867924528301886,
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| 76 |
+
"acc_norm_stderr": 0.028544793319055326
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| 77 |
+
},
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| 78 |
+
"harness|hendrycksTest-college_biology|5": {
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| 79 |
+
"acc": 0.7083333333333334,
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| 80 |
+
"acc_stderr": 0.038009680605548594,
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| 81 |
+
"acc_norm": 0.7083333333333334,
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| 82 |
+
"acc_norm_stderr": 0.038009680605548594
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| 83 |
+
},
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| 84 |
+
"harness|hendrycksTest-college_chemistry|5": {
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| 85 |
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"acc": 0.53,
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| 86 |
+
"acc_stderr": 0.05016135580465919,
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| 87 |
+
"acc_norm": 0.53,
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| 88 |
+
"acc_norm_stderr": 0.05016135580465919
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| 89 |
+
},
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| 90 |
+
"harness|hendrycksTest-college_computer_science|5": {
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| 91 |
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"acc": 0.51,
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| 92 |
+
"acc_stderr": 0.05024183937956912,
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| 93 |
+
"acc_norm": 0.51,
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| 94 |
+
"acc_norm_stderr": 0.05024183937956912
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| 95 |
+
},
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| 96 |
+
"harness|hendrycksTest-college_mathematics|5": {
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| 97 |
+
"acc": 0.39,
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| 98 |
+
"acc_stderr": 0.04902071300001975,
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| 99 |
+
"acc_norm": 0.39,
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| 100 |
+
"acc_norm_stderr": 0.04902071300001975
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| 101 |
+
},
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| 102 |
+
"harness|hendrycksTest-college_medicine|5": {
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| 103 |
+
"acc": 0.6184971098265896,
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| 104 |
+
"acc_stderr": 0.03703851193099521,
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| 105 |
+
"acc_norm": 0.6184971098265896,
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| 106 |
+
"acc_norm_stderr": 0.03703851193099521
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| 107 |
+
},
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| 108 |
+
"harness|hendrycksTest-college_physics|5": {
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| 109 |
+
"acc": 0.39215686274509803,
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| 110 |
+
"acc_stderr": 0.048580835742663454,
|
| 111 |
+
"acc_norm": 0.39215686274509803,
|
| 112 |
+
"acc_norm_stderr": 0.048580835742663454
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| 113 |
+
},
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| 114 |
+
"harness|hendrycksTest-computer_security|5": {
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| 115 |
+
"acc": 0.75,
|
| 116 |
+
"acc_stderr": 0.04351941398892446,
|
| 117 |
+
"acc_norm": 0.75,
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| 118 |
+
"acc_norm_stderr": 0.04351941398892446
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| 119 |
+
},
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| 120 |
+
"harness|hendrycksTest-conceptual_physics|5": {
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| 121 |
+
"acc": 0.5659574468085107,
|
| 122 |
+
"acc_stderr": 0.03240038086792747,
|
| 123 |
+
"acc_norm": 0.5659574468085107,
|
| 124 |
+
"acc_norm_stderr": 0.03240038086792747
|
| 125 |
+
},
|
| 126 |
+
"harness|hendrycksTest-econometrics|5": {
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| 127 |
+
"acc": 0.47368421052631576,
|
| 128 |
+
"acc_stderr": 0.04697085136647863,
|
| 129 |
+
"acc_norm": 0.47368421052631576,
|
| 130 |
+
"acc_norm_stderr": 0.04697085136647863
|
| 131 |
+
},
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| 132 |
+
"harness|hendrycksTest-electrical_engineering|5": {
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| 133 |
+
"acc": 0.5586206896551724,
|
| 134 |
+
"acc_stderr": 0.04137931034482757,
|
| 135 |
+
"acc_norm": 0.5586206896551724,
|
| 136 |
+
"acc_norm_stderr": 0.04137931034482757
|
| 137 |
+
},
|
| 138 |
+
"harness|hendrycksTest-elementary_mathematics|5": {
|
| 139 |
+
"acc": 0.41005291005291006,
|
| 140 |
+
"acc_stderr": 0.025331202438944437,
|
| 141 |
+
"acc_norm": 0.41005291005291006,
|
| 142 |
+
"acc_norm_stderr": 0.025331202438944437
|
| 143 |
+
},
|
| 144 |
+
"harness|hendrycksTest-formal_logic|5": {
|
| 145 |
+
"acc": 0.3888888888888889,
|
| 146 |
+
"acc_stderr": 0.04360314860077459,
|
| 147 |
+
"acc_norm": 0.3888888888888889,
|
| 148 |
+
"acc_norm_stderr": 0.04360314860077459
|
| 149 |
+
},
|
| 150 |
+
"harness|hendrycksTest-global_facts|5": {
|
| 151 |
+
"acc": 0.4,
|
| 152 |
+
"acc_stderr": 0.049236596391733084,
|
| 153 |
+
"acc_norm": 0.4,
|
| 154 |
+
"acc_norm_stderr": 0.049236596391733084
|
| 155 |
+
},
|
| 156 |
+
"harness|hendrycksTest-high_school_biology|5": {
|
| 157 |
+
"acc": 0.7580645161290323,
|
| 158 |
+
"acc_stderr": 0.024362599693031083,
|
| 159 |
+
"acc_norm": 0.7580645161290323,
|
| 160 |
+
"acc_norm_stderr": 0.024362599693031083
|
| 161 |
+
},
|
| 162 |
+
"harness|hendrycksTest-high_school_chemistry|5": {
|
| 163 |
+
"acc": 0.5221674876847291,
|
| 164 |
+
"acc_stderr": 0.03514528562175008,
|
| 165 |
+
"acc_norm": 0.5221674876847291,
|
| 166 |
+
"acc_norm_stderr": 0.03514528562175008
|
| 167 |
+
},
|
| 168 |
+
"harness|hendrycksTest-high_school_computer_science|5": {
|
| 169 |
+
"acc": 0.63,
|
| 170 |
+
"acc_stderr": 0.04852365870939099,
|
| 171 |
+
"acc_norm": 0.63,
|
| 172 |
+
"acc_norm_stderr": 0.04852365870939099
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| 173 |
+
},
|
| 174 |
+
"harness|hendrycksTest-high_school_european_history|5": {
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| 175 |
+
"acc": 0.7515151515151515,
|
| 176 |
+
"acc_stderr": 0.033744026441394036,
|
| 177 |
+
"acc_norm": 0.7515151515151515,
|
| 178 |
+
"acc_norm_stderr": 0.033744026441394036
|
| 179 |
+
},
|
| 180 |
+
"harness|hendrycksTest-high_school_geography|5": {
|
| 181 |
+
"acc": 0.7727272727272727,
|
| 182 |
+
"acc_stderr": 0.029857515673386417,
|
| 183 |
+
"acc_norm": 0.7727272727272727,
|
| 184 |
+
"acc_norm_stderr": 0.029857515673386417
|
| 185 |
+
},
|
| 186 |
+
"harness|hendrycksTest-high_school_government_and_politics|5": {
|
| 187 |
+
"acc": 0.8497409326424871,
|
| 188 |
+
"acc_stderr": 0.025787723180723875,
|
| 189 |
+
"acc_norm": 0.8497409326424871,
|
| 190 |
+
"acc_norm_stderr": 0.025787723180723875
|
| 191 |
+
},
|
| 192 |
+
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| 197 |
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| 204 |
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| 211 |
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| 222 |
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| 228 |
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| 269 |
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| 287 |
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},
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| 288 |
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},
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"harness|hendrycksTest-miscellaneous|5": {
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| 311 |
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},
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| 312 |
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| 317 |
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| 318 |
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| 329 |
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},
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| 330 |
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| 332 |
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| 335 |
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},
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| 336 |
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| 337 |
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| 338 |
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| 341 |
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| 342 |
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| 343 |
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| 347 |
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| 348 |
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| 350 |
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| 352 |
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| 353 |
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},
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| 354 |
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|
| 355 |
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| 356 |
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| 359 |
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},
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| 360 |
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|
| 361 |
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| 365 |
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},
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| 366 |
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| 368 |
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| 370 |
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|
| 371 |
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},
|
| 372 |
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|
| 373 |
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"acc": 0.85,
|
| 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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"harness|hendrycksTest-virology|5": {
|
| 379 |
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"acc": 0.5,
|
| 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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|
| 386 |
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| 387 |
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|
| 388 |
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| 389 |
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},
|
| 390 |
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"harness|truthfulqa:mc|0": {
|
| 391 |
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|
| 392 |
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|
| 393 |
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"mc2": 0.4868797251828956,
|
| 394 |
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|
| 395 |
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},
|
| 396 |
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"harness|winogrande|5": {
|
| 397 |
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|
| 398 |
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|
| 399 |
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},
|
| 400 |
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"harness|gsm8k|5": {
|
| 401 |
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"acc": 0.36087945413191813,
|
| 402 |
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"acc_stderr": 0.013228626753925143
|
| 403 |
+
}
|
| 404 |
+
}
|
| 405 |
+
```
|
| 406 |
+
|
| 407 |
## 🧩 Configuration
|
| 408 |
|
| 409 |
```yaml
|