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license: cc-by-nc-4.0 |
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| Model |AGIEval|GPT4All|TruthfulQA|Bigbench|Average| |
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|----------------------------------------------------------------------|------:|------:|---------:|-------:|------:| |
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|[Lelantos-DPO-7B](https://huggingface.co/SanjiWatsuki/Lelantos-DPO-7B)| 45.47| 75| 67.05| 46.64| 58.54| |
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|[Lelantos-7B](https://huggingface.co/SanjiWatsuki/Lelantos-7B)| 46.01| 75| 64.93| 46.21| 58.04| |
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### AGIEval |
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| Task |Version| Metric |Value| |Stderr| |
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|------------------------------|------:|--------|----:|---|-----:| |
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|agieval_aqua_rat | 0|acc |25.20|± | 2.73| |
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| | |acc_norm|24.02|± | 2.69| |
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|agieval_logiqa_en | 0|acc |40.71|± | 1.93| |
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| | |acc_norm|40.25|± | 1.92| |
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|agieval_lsat_ar | 0|acc |24.35|± | 2.84| |
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| | |acc_norm|23.04|± | 2.78| |
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|agieval_lsat_lr | 0|acc |55.69|± | 2.20| |
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| | |acc_norm|55.49|± | 2.20| |
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|agieval_lsat_rc | 0|acc |65.06|± | 2.91| |
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| | |acc_norm|65.43|± | 2.91| |
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|agieval_sat_en | 0|acc |76.70|± | 2.95| |
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| | |acc_norm|76.70|± | 2.95| |
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|agieval_sat_en_without_passage| 0|acc |47.09|± | 3.49| |
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| | |acc_norm|45.63|± | 3.48| |
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|agieval_sat_math | 0|acc |36.36|± | 3.25| |
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| | |acc_norm|33.18|± | 3.18| |
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Average: 45.47% |
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### GPT4All |
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| Task |Version| Metric |Value| |Stderr| |
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|-------------|------:|--------|----:|---|-----:| |
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|arc_challenge| 0|acc |62.12|± | 1.42| |
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| | |acc_norm|63.23|± | 1.41| |
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|arc_easy | 0|acc |85.40|± | 0.72| |
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| | |acc_norm|81.02|± | 0.80| |
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|boolq | 1|acc |87.25|± | 0.58| |
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|hellaswag | 0|acc |67.97|± | 0.47| |
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| | |acc_norm|85.48|± | 0.35| |
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|openbookqa | 0|acc |36.80|± | 2.16| |
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| | |acc_norm|47.20|± | 2.23| |
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|piqa | 0|acc |81.88|± | 0.90| |
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| | |acc_norm|83.57|± | 0.86| |
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|winogrande | 0|acc |77.27|± | 1.18| |
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Average: 75.0% |
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### TruthfulQA |
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| Task |Version|Metric|Value| |Stderr| |
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|-------------|------:|------|----:|---|-----:| |
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|truthfulqa_mc| 1|mc1 |49.94|± | 1.75| |
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| | |mc2 |67.05|± | 1.53| |
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Average: 67.05% |
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### Bigbench |
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| Task |Version| Metric |Value| |Stderr| |
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|------------------------------------------------|------:|---------------------|----:|---|-----:| |
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|bigbench_causal_judgement | 0|multiple_choice_grade|58.95|± | 3.58| |
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|bigbench_date_understanding | 0|multiple_choice_grade|64.23|± | 2.50| |
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|bigbench_disambiguation_qa | 0|multiple_choice_grade|36.43|± | 3.00| |
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|bigbench_geometric_shapes | 0|multiple_choice_grade|23.68|± | 2.25| |
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| | |exact_str_match | 3.90|± | 1.02| |
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|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|33.40|± | 2.11| |
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|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|24.43|± | 1.63| |
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|bigbench_logical_deduction_three_objects | 0|multiple_choice_grade|54.33|± | 2.88| |
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|bigbench_movie_recommendation | 0|multiple_choice_grade|52.20|± | 2.24| |
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|bigbench_navigate | 0|multiple_choice_grade|52.70|± | 1.58| |
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|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|69.65|± | 1.03| |
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|bigbench_ruin_names | 0|multiple_choice_grade|50.22|± | 2.36| |
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|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|40.98|± | 1.56| |
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|bigbench_snarks | 0|multiple_choice_grade|72.38|± | 3.33| |
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|bigbench_sports_understanding | 0|multiple_choice_grade|73.23|± | 1.41| |
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|bigbench_temporal_sequences | 0|multiple_choice_grade|39.90|± | 1.55| |
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|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|20.88|± | 1.15| |
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|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|17.60|± | 0.91| |
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|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|54.33|± | 2.88| |
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Average: 46.64% |
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Average score: 58.54% |
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