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Update README.md
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README.md
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@@ -48,4 +48,83 @@ The model is capable of quality code, math, and logical reasoning. Try whatever
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# Evaluations
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# Evaluations
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| Model |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
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|-------------------------------------------------------------------------|------:|------:|---------:|-------:|------:|
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|[piccolo-math-2x7b](https://huggingface.co/macadeliccc/piccolo-math-2x7b)| 43.89| 74.98| 63.96| 44.99| 56.96|
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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 |24.41|± | 2.70|
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| | |acc_norm|24.80|± | 2.72|
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|agieval_logiqa_en | 0|acc |35.79|± | 1.88|
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| | |acc_norm|36.71|± | 1.89|
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|agieval_lsat_ar | 0|acc |23.48|± | 2.80|
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| | |acc_norm|23.91|± | 2.82|
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|agieval_lsat_lr | 0|acc |49.22|± | 2.22|
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| | |acc_norm|50.00|± | 2.22|
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|agieval_lsat_rc | 0|acc |63.94|± | 2.93|
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| | |acc_norm|64.31|± | 2.93|
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|agieval_sat_en | 0|acc |77.18|± | 2.93|
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| | |acc_norm|76.70|± | 2.95|
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|agieval_sat_en_without_passage| 0|acc |45.15|± | 3.48|
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| | |acc_norm|44.66|± | 3.47|
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|agieval_sat_math | 0|acc |33.64|± | 3.19|
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| | |acc_norm|30.00|± | 3.10|
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Average: 43.89%
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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 |61.86|± | 1.42|
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| | |acc_norm|62.88|± | 1.41|
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|arc_easy | 0|acc |84.34|± | 0.75|
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| | |acc_norm|80.47|± | 0.81|
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|boolq | 1|acc |86.88|± | 0.59|
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|hellaswag | 0|acc |68.56|± | 0.46|
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| | |acc_norm|85.16|± | 0.35|
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|openbookqa | 0|acc |37.00|± | 2.16|
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| | |acc_norm|47.80|± | 2.24|
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|piqa | 0|acc |82.21|± | 0.89|
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| | |acc_norm|83.68|± | 0.86|
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|winogrande | 0|acc |77.98|± | 1.16|
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Average: 74.98%
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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 |47.37|± | 1.75|
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| | |mc2 |63.96|± | 1.57|
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Average: 63.96%
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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|55.26|± | 3.62|
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|bigbench_date_understanding | 0|multiple_choice_grade|63.14|± | 2.51|
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|bigbench_disambiguation_qa | 0|multiple_choice_grade|42.64|± | 3.08|
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|bigbench_geometric_shapes | 0|multiple_choice_grade|22.84|± | 2.22|
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| | |exact_str_match | 3.34|± | 0.95|
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|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|36.60|± | 2.16|
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|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|25.57|± | 1.65|
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|bigbench_logical_deduction_three_objects | 0|multiple_choice_grade|56.00|± | 2.87|
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|bigbench_movie_recommendation | 0|multiple_choice_grade|42.40|± | 2.21|
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|bigbench_navigate | 0|multiple_choice_grade|54.70|± | 1.57|
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|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|62.90|± | 1.08|
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|bigbench_ruin_names | 0|multiple_choice_grade|53.35|± | 2.36|
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|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|24.35|± | 1.36|
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|bigbench_snarks | 0|multiple_choice_grade|62.43|± | 3.61|
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|bigbench_sports_understanding | 0|multiple_choice_grade|70.28|± | 1.46|
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|bigbench_temporal_sequences | 0|multiple_choice_grade|41.30|± | 1.56|
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|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|22.32|± | 1.18|
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|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|17.77|± | 0.91|
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|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|56.00|± | 2.87|
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Average: 44.99%
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Average score: 56.96%
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Elapsed time: 01:51:53
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