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README.md
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Spaetzle-v31-7b is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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* [yleo/EmertonMonarch-7B](https://huggingface.co/yleo/EmertonMonarch-7B)
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## 🧩 Configuration
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```yaml
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Spaetzle-v31-7b is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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* [yleo/EmertonMonarch-7B](https://huggingface.co/yleo/EmertonMonarch-7B)
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| Model |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
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|--------------------------------------------------------------|------:|------:|---------:|-------:|------:|
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|[Spaetzle-v31-7b](https://huggingface.co/cstr/Spaetzle-v31-7b)| 46.23| 76.6| 69.58| 46.79| 59.8|
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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 |28.74|± | 2.85|
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| | |acc_norm|27.56|± | 2.81|
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|agieval_logiqa_en | 0|acc |39.63|± | 1.92|
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| | |acc_norm|40.25|± | 1.92|
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|agieval_lsat_ar | 0|acc |24.35|± | 2.84|
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| | |acc_norm|24.35|± | 2.84|
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|agieval_lsat_lr | 0|acc |54.31|± | 2.21|
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| | |acc_norm|54.12|± | 2.21|
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|agieval_lsat_rc | 0|acc |65.80|± | 2.90|
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| | |acc_norm|66.54|± | 2.88|
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|agieval_sat_en | 0|acc |79.13|± | 2.84|
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| | |acc_norm|79.61|± | 2.81|
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|agieval_sat_en_without_passage| 0|acc |46.12|± | 3.48|
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| | |acc_norm|45.15|± | 3.48|
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|agieval_sat_math | 0|acc |35.00|± | 3.22|
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| | |acc_norm|32.27|± | 3.16|
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Average: 46.23%
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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 |64.76|± | 1.40|
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| | |acc_norm|66.89|± | 1.38|
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|arc_easy | 0|acc |86.66|± | 0.70|
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| | |acc_norm|82.83|± | 0.77|
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|boolq | 1|acc |87.80|± | 0.57|
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|hellaswag | 0|acc |67.43|± | 0.47|
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| | |acc_norm|85.85|± | 0.35|
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|openbookqa | 0|acc |38.00|± | 2.17|
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| | |acc_norm|48.80|± | 2.24|
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|piqa | 0|acc |83.57|± | 0.86|
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| | |acc_norm|84.71|± | 0.84|
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|winogrande | 0|acc |79.32|± | 1.14|
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Average: 76.6%
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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 |53.37|± | 1.75|
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| | |mc2 |69.58|± | 1.48|
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Average: 69.58%
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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|56.84|± | 3.60|
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|bigbench_date_understanding | 0|multiple_choice_grade|66.94|± | 2.45|
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|bigbench_disambiguation_qa | 0|multiple_choice_grade|44.57|± | 3.10|
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|bigbench_geometric_shapes | 0|multiple_choice_grade|21.17|± | 2.16|
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| | |exact_str_match | 0.28|± | 0.28|
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|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|31.80|± | 2.08|
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|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|22.57|± | 1.58|
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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|45.40|± | 2.23|
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|bigbench_navigate | 0|multiple_choice_grade|52.80|± | 1.58|
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|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|70.65|± | 1.02|
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|bigbench_ruin_names | 0|multiple_choice_grade|50.67|± | 2.36|
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|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|30.66|± | 1.46|
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|bigbench_snarks | 0|multiple_choice_grade|71.27|± | 3.37|
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|bigbench_sports_understanding | 0|multiple_choice_grade|74.34|± | 1.39|
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|bigbench_temporal_sequences | 0|multiple_choice_grade|49.80|± | 1.58|
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|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|22.16|± | 1.18|
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|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|18.57|± | 0.93|
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|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|56.00|± | 2.87|
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Average: 46.79%
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Average score: 59.8%
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Elapsed time: 02:09:50
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## 🧩 Configuration
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```yaml
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