## Nous Benchmark

|                          Model                          |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
|---------------------------------------------------------|------:|------:|---------:|-------:|------:|
|[Nandine-7b](https://huggingface.co/sethuiyer/Nandine-7b)|  43.54|  76.41|     61.73|   45.27|  56.74|

### AGIEval
|             Task             |Version| Metric |Value|   |Stderr|
|------------------------------|------:|--------|----:|---|-----:|
|agieval_aqua_rat              |      0|acc     |23.62|±  |  2.67|
|                              |       |acc_norm|22.05|±  |  2.61|
|agieval_logiqa_en             |      0|acc     |37.94|±  |  1.90|
|                              |       |acc_norm|38.71|±  |  1.91|
|agieval_lsat_ar               |      0|acc     |26.09|±  |  2.90|
|                              |       |acc_norm|22.61|±  |  2.76|
|agieval_lsat_lr               |      0|acc     |47.45|±  |  2.21|
|                              |       |acc_norm|50.00|±  |  2.22|
|agieval_lsat_rc               |      0|acc     |60.97|±  |  2.98|
|                              |       |acc_norm|59.85|±  |  2.99|
|agieval_sat_en                |      0|acc     |77.18|±  |  2.93|
|                              |       |acc_norm|77.67|±  |  2.91|
|agieval_sat_en_without_passage|      0|acc     |45.63|±  |  3.48|
|                              |       |acc_norm|45.15|±  |  3.48|
|agieval_sat_math              |      0|acc     |35.91|±  |  3.24|
|                              |       |acc_norm|32.27|±  |  3.16|

Average: 43.54%

### GPT4All
|    Task     |Version| Metric |Value|   |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge|      0|acc     |63.74|±  |  1.40|
|             |       |acc_norm|63.99|±  |  1.40|
|arc_easy     |      0|acc     |85.94|±  |  0.71|
|             |       |acc_norm|83.50|±  |  0.76|
|boolq        |      1|acc     |87.80|±  |  0.57|
|hellaswag    |      0|acc     |67.50|±  |  0.47|
|             |       |acc_norm|85.31|±  |  0.35|
|openbookqa   |      0|acc     |38.20|±  |  2.18|
|             |       |acc_norm|49.40|±  |  2.24|
|piqa         |      0|acc     |82.97|±  |  0.88|
|             |       |acc_norm|84.33|±  |  0.85|
|winogrande   |      0|acc     |80.51|±  |  1.11|

Average: 76.41%

### TruthfulQA
|    Task     |Version|Metric|Value|   |Stderr|
|-------------|------:|------|----:|---|-----:|
|truthfulqa_mc|      1|mc1   |45.78|±  |  1.74|
|             |       |mc2   |61.73|±  |  1.54|

Average: 61.73%

### Bigbench
|                      Task                      |Version|       Metric        |Value|   |Stderr|
|------------------------------------------------|------:|---------------------|----:|---|-----:|
|bigbench_causal_judgement                       |      0|multiple_choice_grade|57.89|±  |  3.59|
|bigbench_date_understanding                     |      0|multiple_choice_grade|65.58|±  |  2.48|
|bigbench_disambiguation_qa                      |      0|multiple_choice_grade|38.76|±  |  3.04|
|bigbench_geometric_shapes                       |      0|multiple_choice_grade|20.06|±  |  2.12|
|                                                |       |exact_str_match      | 5.85|±  |  1.24|
|bigbench_logical_deduction_five_objects         |      0|multiple_choice_grade|30.20|±  |  2.06|
|bigbench_logical_deduction_seven_objects        |      0|multiple_choice_grade|20.71|±  |  1.53|
|bigbench_logical_deduction_three_objects        |      0|multiple_choice_grade|52.67|±  |  2.89|
|bigbench_movie_recommendation                   |      0|multiple_choice_grade|43.60|±  |  2.22|
|bigbench_navigate                               |      0|multiple_choice_grade|50.50|±  |  1.58|
|bigbench_reasoning_about_colored_objects        |      0|multiple_choice_grade|73.15|±  |  0.99|
|bigbench_ruin_names                             |      0|multiple_choice_grade|46.65|±  |  2.36|
|bigbench_salient_translation_error_detection    |      0|multiple_choice_grade|25.25|±  |  1.38|
|bigbench_snarks                                 |      0|multiple_choice_grade|75.14|±  |  3.22|
|bigbench_sports_understanding                   |      0|multiple_choice_grade|73.12|±  |  1.41|
|bigbench_temporal_sequences                     |      0|multiple_choice_grade|47.20|±  |  1.58|
|bigbench_tracking_shuffled_objects_five_objects |      0|multiple_choice_grade|23.04|±  |  1.19|
|bigbench_tracking_shuffled_objects_seven_objects|      0|multiple_choice_grade|18.69|±  |  0.93|
|bigbench_tracking_shuffled_objects_three_objects|      0|multiple_choice_grade|52.67|±  |  2.89|

Average: 45.27%

Average score: 56.74%

Elapsed time: 01:47:54