| ## 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 |