Update README.md
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README.md
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@@ -56,7 +56,86 @@ print(generate_response(prompt), "\n")
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## Evaluations
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### 📚 Citations
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## Evaluations
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| Model |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
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|---------------------------------------------------------------------------|------:|------:|---------:|-------:|------:|
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|[SOLAR-math-2x10.7b](https://huggingface.co/macadeliccc/SOLAR-math-2x10.7b)| 47.2| 75.18| 64.73| 45.15| 58.07|
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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 |30.31|± | 2.89|
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| | |acc_norm|30.31|± | 2.89|
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|agieval_logiqa_en | 0|acc |43.78|± | 1.95|
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| | |acc_norm|43.93|± | 1.95|
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|agieval_lsat_ar | 0|acc |21.74|± | 2.73|
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| | |acc_norm|19.13|± | 2.60|
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|agieval_lsat_lr | 0|acc |57.25|± | 2.19|
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| | |acc_norm|56.47|± | 2.20|
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|agieval_lsat_rc | 0|acc |68.77|± | 2.83|
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| | |acc_norm|68.03|± | 2.85|
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|agieval_sat_en | 0|acc |78.16|± | 2.89|
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| | |acc_norm|79.13|± | 2.84|
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|agieval_sat_en_without_passage| 0|acc |47.57|± | 3.49|
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| | |acc_norm|44.66|± | 3.47|
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|agieval_sat_math | 0|acc |41.36|± | 3.33|
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| | |acc_norm|35.91|± | 3.24|
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Average: 47.2%
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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 |59.22|± | 1.44|
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| | |acc_norm|61.43|± | 1.42|
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|arc_easy | 0|acc |84.26|± | 0.75|
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| | |acc_norm|83.63|± | 0.76|
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|boolq | 1|acc |88.69|± | 0.55|
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|hellaswag | 0|acc |65.98|± | 0.47|
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| | |acc_norm|84.29|± | 0.36|
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|openbookqa | 0|acc |34.20|± | 2.12|
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| | |acc_norm|47.20|± | 2.23|
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|piqa | 0|acc |81.83|± | 0.90|
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| | |acc_norm|82.59|± | 0.88|
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|winogrande | 0|acc |78.45|± | 1.16|
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Average: 75.18%
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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 |48.47|± | 1.75|
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| | |mc2 |64.73|± | 1.53|
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Average: 64.73%
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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|61.05|± | 3.55|
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|bigbench_date_understanding | 0|multiple_choice_grade|68.56|± | 2.42|
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|bigbench_disambiguation_qa | 0|multiple_choice_grade|35.27|± | 2.98|
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|bigbench_geometric_shapes | 0|multiple_choice_grade|31.20|± | 2.45|
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| | |exact_str_match | 0.00|± | 0.00|
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|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|30.00|± | 2.05|
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|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|23.43|± | 1.60|
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|bigbench_logical_deduction_three_objects | 0|multiple_choice_grade|46.00|± | 2.88|
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|bigbench_movie_recommendation | 0|multiple_choice_grade|35.60|± | 2.14|
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|bigbench_navigate | 0|multiple_choice_grade|57.50|± | 1.56|
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|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|55.80|± | 1.11|
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|bigbench_ruin_names | 0|multiple_choice_grade|45.98|± | 2.36|
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|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|40.58|± | 1.56|
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|bigbench_snarks | 0|multiple_choice_grade|66.85|± | 3.51|
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|bigbench_sports_understanding | 0|multiple_choice_grade|71.40|± | 1.44|
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|bigbench_temporal_sequences | 0|multiple_choice_grade|56.40|± | 1.57|
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|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|24.00|± | 1.21|
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|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|17.09|± | 0.90|
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|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|46.00|± | 2.88|
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Average: 45.15%
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Average score: 58.07%
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Elapsed time: 04:05:27
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### 📚 Citations
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