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README.md
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@@ -36,9 +36,95 @@ What's the capital of France?<|im_end|>
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<|im_start|>assistant
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Paris.
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```
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[GGUF](https://huggingface.co/macadeliccc/Mistral-7B-v0.2-OpenHermes-GGUF)
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- **Developed by:** macadeliccc
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- **License:** apache-2.0
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- **Finetuned from model :** alpindale/Mistral-7B-v0.2
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<|im_start|>assistant
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Paris.
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```
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## Quantizations
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[GGUF](https://huggingface.co/macadeliccc/Mistral-7B-v0.2-OpenHermes-GGUF)
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### Evaluations
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Thanks to Maxime Labonne for the evalution:
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| Model |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
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|-------------------------------------------------------------------------------------------|------:|------:|---------:|-------:|------:|
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|[Mistral-7B-v0.2-OpenHermes](https://huggingface.co/macadeliccc/Mistral-7B-v0.2-OpenHermes)| 35.57| 67.15| 42.06| 36.27| 45.26|
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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 |24.02|± | 2.69|
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| | |acc_norm|21.65|± | 2.59|
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|agieval_logiqa_en | 0|acc |28.11|± | 1.76|
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| | |acc_norm|34.56|± | 1.87|
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|agieval_lsat_ar | 0|acc |27.83|± | 2.96|
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| | |acc_norm|23.48|± | 2.80|
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|agieval_lsat_lr | 0|acc |33.73|± | 2.10|
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| | |acc_norm|33.14|± | 2.09|
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|agieval_lsat_rc | 0|acc |48.70|± | 3.05|
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| | |acc_norm|39.78|± | 2.99|
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|agieval_sat_en | 0|acc |67.48|± | 3.27|
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| | |acc_norm|64.56|± | 3.34|
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|agieval_sat_en_without_passage| 0|acc |38.83|± | 3.40|
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| | |acc_norm|37.38|± | 3.38|
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|agieval_sat_math | 0|acc |32.27|± | 3.16|
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| | |acc_norm|30.00|± | 3.10|
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Average: 35.57%
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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 |45.05|± | 1.45|
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| | |acc_norm|48.46|± | 1.46|
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|arc_easy | 0|acc |77.27|± | 0.86|
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| | |acc_norm|73.78|± | 0.90|
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|boolq | 1|acc |68.62|± | 0.81|
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|hellaswag | 0|acc |59.63|± | 0.49|
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| | |acc_norm|79.66|± | 0.40|
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|openbookqa | 0|acc |31.40|± | 2.08|
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| | |acc_norm|43.40|± | 2.22|
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|piqa | 0|acc |80.25|± | 0.93|
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| | |acc_norm|82.05|± | 0.90|
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|winogrande | 0|acc |74.11|± | 1.23|
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Average: 67.15%
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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 |27.54|± | 1.56|
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| | |mc2 |42.06|± | 1.44|
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Average: 42.06%
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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|56.32|± | 3.61|
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|bigbench_date_understanding | 0|multiple_choice_grade|66.40|± | 2.46|
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|bigbench_disambiguation_qa | 0|multiple_choice_grade|45.74|± | 3.11|
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|bigbench_geometric_shapes | 0|multiple_choice_grade|10.58|± | 1.63|
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| | |exact_str_match | 0.00|± | 0.00|
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|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|25.00|± | 1.94|
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|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|17.71|± | 1.44|
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|bigbench_logical_deduction_three_objects | 0|multiple_choice_grade|37.33|± | 2.80|
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|bigbench_movie_recommendation | 0|multiple_choice_grade|29.40|± | 2.04|
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|bigbench_navigate | 0|multiple_choice_grade|50.00|± | 1.58|
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|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|42.50|± | 1.11|
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|bigbench_ruin_names | 0|multiple_choice_grade|39.06|± | 2.31|
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|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|12.93|± | 1.06|
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|bigbench_snarks | 0|multiple_choice_grade|69.06|± | 3.45|
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|bigbench_sports_understanding | 0|multiple_choice_grade|49.80|± | 1.59|
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|bigbench_temporal_sequences | 0|multiple_choice_grade|26.50|± | 1.40|
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|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|21.20|± | 1.16|
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|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|16.06|± | 0.88|
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|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|37.33|± | 2.80|
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Average: 36.27%
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Average score: 45.26%
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Elapsed time: 01:49:22
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- **Developed by:** macadeliccc
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- **License:** apache-2.0
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- **Finetuned from model :** alpindale/Mistral-7B-v0.2
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