82 lines
4.6 KiB
Markdown
82 lines
4.6 KiB
Markdown
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## Nous Benchmark
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| Model |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
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|---------------------------------------------------------|------:|------:|---------:|-------:|------:|
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|[Nandine-7b](https://huggingface.co/sethuiyer/Nandine-7b)| 43.54| 76.41| 61.73| 45.27| 56.74|
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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 |23.62|± | 2.67|
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| | |acc_norm|22.05|± | 2.61|
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|agieval_logiqa_en | 0|acc |37.94|± | 1.90|
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| | |acc_norm|38.71|± | 1.91|
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|agieval_lsat_ar | 0|acc |26.09|± | 2.90|
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| | |acc_norm|22.61|± | 2.76|
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|agieval_lsat_lr | 0|acc |47.45|± | 2.21|
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| | |acc_norm|50.00|± | 2.22|
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|agieval_lsat_rc | 0|acc |60.97|± | 2.98|
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| | |acc_norm|59.85|± | 2.99|
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|agieval_sat_en | 0|acc |77.18|± | 2.93|
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| | |acc_norm|77.67|± | 2.91|
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|agieval_sat_en_without_passage| 0|acc |45.63|± | 3.48|
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| | |acc_norm|45.15|± | 3.48|
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|agieval_sat_math | 0|acc |35.91|± | 3.24|
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| | |acc_norm|32.27|± | 3.16|
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Average: 43.54%
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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 |63.74|± | 1.40|
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| | |acc_norm|63.99|± | 1.40|
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|arc_easy | 0|acc |85.94|± | 0.71|
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| | |acc_norm|83.50|± | 0.76|
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|boolq | 1|acc |87.80|± | 0.57|
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|hellaswag | 0|acc |67.50|± | 0.47|
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| | |acc_norm|85.31|± | 0.35|
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|openbookqa | 0|acc |38.20|± | 2.18|
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| | |acc_norm|49.40|± | 2.24|
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|piqa | 0|acc |82.97|± | 0.88|
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| | |acc_norm|84.33|± | 0.85|
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|winogrande | 0|acc |80.51|± | 1.11|
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Average: 76.41%
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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 |45.78|± | 1.74|
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| | |mc2 |61.73|± | 1.54|
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Average: 61.73%
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### Bigbench
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| Task |Version| Metric |Value| |Stderr|
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|bigbench_causal_judgement | 0|multiple_choice_grade|57.89|± | 3.59|
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|bigbench_date_understanding | 0|multiple_choice_grade|65.58|± | 2.48|
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|bigbench_disambiguation_qa | 0|multiple_choice_grade|38.76|± | 3.04|
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|bigbench_geometric_shapes | 0|multiple_choice_grade|20.06|± | 2.12|
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| | |exact_str_match | 5.85|± | 1.24|
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|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|30.20|± | 2.06|
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|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|20.71|± | 1.53|
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|bigbench_logical_deduction_three_objects | 0|multiple_choice_grade|52.67|± | 2.89|
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|bigbench_movie_recommendation | 0|multiple_choice_grade|43.60|± | 2.22|
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|bigbench_navigate | 0|multiple_choice_grade|50.50|± | 1.58|
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|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|73.15|± | 0.99|
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|bigbench_ruin_names | 0|multiple_choice_grade|46.65|± | 2.36|
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|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|25.25|± | 1.38|
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|bigbench_snarks | 0|multiple_choice_grade|75.14|± | 3.22|
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|bigbench_sports_understanding | 0|multiple_choice_grade|73.12|± | 1.41|
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|bigbench_temporal_sequences | 0|multiple_choice_grade|47.20|± | 1.58|
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|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|23.04|± | 1.19|
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|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|18.69|± | 0.93|
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|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|52.67|± | 2.89|
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Average: 45.27%
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Average score: 56.74%
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Elapsed time: 01:47:54
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