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Update README.md
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README.md
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@@ -55,5 +55,85 @@ SOLAR-10.7B-Capy-v1.0 is also on the way. There could be more depending on perfo
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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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|[CapyLake-7B-v2-laser](https://huggingface.co/macadeliccc/CapyLake-7B-v2-laser)| 44.34| 77.77| 68.47| 47.92| 59.62|
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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 |28.35|± | 2.83|
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| | |acc_norm|25.98|± | 2.76|
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|agieval_logiqa_en | 0|acc |38.86|± | 1.91|
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| | |acc_norm|39.02|± | 1.91|
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|agieval_lsat_ar | 0|acc |25.22|± | 2.87|
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| | |acc_norm|24.35|± | 2.84|
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|agieval_lsat_lr | 0|acc |50.39|± | 2.22|
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| | |acc_norm|51.57|± | 2.22|
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|agieval_lsat_rc | 0|acc |65.06|± | 2.91|
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| | |acc_norm|63.94|± | 2.93|
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|agieval_sat_en | 0|acc |78.64|± | 2.86|
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| | |acc_norm|78.64|± | 2.86|
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|agieval_sat_en_without_passage| 0|acc |40.78|± | 3.43|
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| | |acc_norm|40.78|± | 3.43|
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|agieval_sat_math | 0|acc |33.64|± | 3.19|
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| | |acc_norm|30.45|± | 3.11|
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Average: 44.34%
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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 |66.89|± | 1.38|
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| | |acc_norm|67.49|± | 1.37|
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|arc_easy | 0|acc |86.70|± | 0.70|
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| | |acc_norm|81.90|± | 0.79|
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|boolq | 1|acc |88.10|± | 0.57|
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|hellaswag | 0|acc |71.45|± | 0.45|
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| | |acc_norm|87.78|± | 0.33|
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|openbookqa | 0|acc |39.80|± | 2.19|
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| | |acc_norm|49.80|± | 2.24|
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|piqa | 0|acc |82.86|± | 0.88|
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| | |acc_norm|84.87|± | 0.84|
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|winogrande | 0|acc |84.45|± | 1.02|
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Average: 77.77%
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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 |53.98|± | 1.74|
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| | |mc2 |68.47|± | 1.53|
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Average: 68.47%
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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|59.47|± | 3.57|
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|bigbench_date_understanding | 0|multiple_choice_grade|64.50|± | 2.49|
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|bigbench_disambiguation_qa | 0|multiple_choice_grade|44.96|± | 3.10|
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|bigbench_geometric_shapes | 0|multiple_choice_grade|22.84|± | 2.22|
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| | |exact_str_match | 2.79|± | 0.87|
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|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|30.80|± | 2.07|
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|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|21.57|± | 1.56|
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|bigbench_logical_deduction_three_objects | 0|multiple_choice_grade|56.67|± | 2.87|
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|bigbench_movie_recommendation | 0|multiple_choice_grade|51.60|± | 2.24|
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|bigbench_navigate | 0|multiple_choice_grade|51.00|± | 1.58|
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|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|70.35|± | 1.02|
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|bigbench_ruin_names | 0|multiple_choice_grade|51.79|± | 2.36|
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|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|35.97|± | 1.52|
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|bigbench_snarks | 0|multiple_choice_grade|79.01|± | 3.04|
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|bigbench_sports_understanding | 0|multiple_choice_grade|75.66|± | 1.37|
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|bigbench_temporal_sequences | 0|multiple_choice_grade|47.90|± | 1.58|
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|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|23.84|± | 1.21|
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|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|18.00|± | 0.92|
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|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|56.67|± | 2.87|
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Average: 47.92%
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Average score: 59.62%
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Elapsed time: 01:57:56
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