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license: apache-2.0 |
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tags: |
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- merge |
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- mergekit |
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- lazymergekit |
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- mlabonne/Marcoro14-7B-slerp |
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- mlabonne/NeuralBeagle14-7B |
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# Maverick-7B |
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This model is a merge of the following models: |
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* [mlabonne/Marcoro14-7B-slerp](https://huggingface.co./mlabonne/Marcoro14-7B-slerp) |
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* [mlabonne/NeuralBeagle14-7B](https://huggingface.co./mlabonne/NeuralBeagle14-7B) |
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## 🏆 Evaluation |
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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 |0.5165|± |0.0175| |
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| | |mc2 |0.6661|± |0.0152| |
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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 |0.6442|± |0.0140| |
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| | |acc_norm|0.6570|± |0.0139| |
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|arc_easy | 0|acc |0.8645|± |0.0070| |
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| | |acc_norm|0.8304|± |0.0077| |
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|boolq | 1|acc |0.8850|± |0.0056| |
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|hellaswag | 0|acc |0.6813|± |0.0047| |
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| | |acc_norm|0.8571|± |0.0035| |
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|openbookqa | 0|acc |0.3640|± |0.0215| |
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| | |acc_norm|0.4800|± |0.0224| |
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|piqa | 0|acc |0.8324|± |0.0087| |
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| | |acc_norm|0.8460|± |0.0084| |
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|winogrande | 0|acc |0.7869|± |0.0115| |
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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 |0.2717|± |0.0280| |
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| | |acc_norm|0.2559|± |0.0274| |
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|agieval_logiqa_en | 0|acc |0.3902|± |0.0191| |
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| | |acc_norm|0.3856|± |0.0191| |
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|agieval_lsat_ar | 0|acc |0.2565|± |0.0289| |
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| | |acc_norm|0.2478|± |0.0285| |
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|agieval_lsat_lr | 0|acc |0.5118|± |0.0222| |
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| | |acc_norm|0.5216|± |0.0221| |
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|agieval_lsat_rc | 0|acc |0.6543|± |0.0291| |
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| | |acc_norm|0.6506|± |0.0291| |
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|agieval_sat_en | 0|acc |0.7961|± |0.0281| |
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| | |acc_norm|0.8010|± |0.0279| |
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|agieval_sat_en_without_passage| 0|acc |0.4660|± |0.0348| |
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| | |acc_norm|0.4709|± |0.0349| |
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|agieval_sat_math | 0|acc |0.3227|± |0.0316| |
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| | |acc_norm|0.3045|± |0.0311| |
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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|0.5684|± |0.0360| |
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|bigbench_date_understanding | 0|multiple_choice_grade|0.6612|± |0.0247| |
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|bigbench_disambiguation_qa | 0|multiple_choice_grade|0.4380|± |0.0309| |
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|bigbench_geometric_shapes | 0|multiple_choice_grade|0.2173|± |0.0218| |
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| | |exact_str_match |0.0000|± |0.0000| |
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|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|0.3320|± |0.0211| |
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|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|0.2243|± |0.0158| |
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|bigbench_logical_deduction_three_objects | 0|multiple_choice_grade|0.5667|± |0.0287| |
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|bigbench_movie_recommendation | 0|multiple_choice_grade|0.4260|± |0.0221| |
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|bigbench_navigate | 0|multiple_choice_grade|0.5310|± |0.0158| |
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|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|0.7230|± |0.0100| |
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|bigbench_ruin_names | 0|multiple_choice_grade|0.5379|± |0.0236| |
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|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|0.2956|± |0.0145| |
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|bigbench_snarks | 0|multiple_choice_grade|0.6961|± |0.0343| |
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|bigbench_sports_understanding | 0|multiple_choice_grade|0.7424|± |0.0139| |
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|bigbench_temporal_sequences | 0|multiple_choice_grade|0.4690|± |0.0158| |
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|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|0.2304|± |0.0119| |
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|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|0.1880|± |0.0093| |
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|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|0.5667|± |0.0287| |
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