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+ ---
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+ license: apache-2.0
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+ language:
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+ - ko
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+ - en
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+ library_name: transformers
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+ datasets:
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+ - davidkim205/kollm-converations
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+ - davidkim205/kollm-comparision
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+ ---
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+
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+ just for practice
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+ - trained by transformers, peft, bitsandbytes
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+ - evaluated by https://github.com/davidkim205/kollm_evaluation
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+
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+ base model
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+ - beomi/OPEN-SOLAR-KO-10.7B
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+
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+ | Tasks |Version|Filter|n-shot| Metric |Value | |Stderr|
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+ |----------------|------:|------|-----:|--------|-----:|---|------|
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+ |kobest_wic | 1|none | 0|acc |0.4873|± |0.0141|
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+ | | |none | 0|f1 |0.3276|± |N/A |
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+ |kobest_sentineg | 1|none | 0|acc |0.6499|± |0.0240|
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+ | | |none | 0|f1 |0.6134|± |N/A |
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+ |kobest_hellaswag| 1|none | 0|acc |0.4980|± |0.0224|
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+ | | |none | 0|f1 |0.4952|± |N/A |
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+ | | |none | 0|acc_norm|0.6280|± |0.0216|
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+ |kobest_copa | 1|none | 0|acc |0.8030|± |0.0126|
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+ | | |none | 0|f1 |0.8026|± |N/A |
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+ |kobest_boolq | 1|none | 0|acc |0.8711|± |0.0089|
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+ | | |none | 0|f1 |0.8710|± |N/A |
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+ |ko_truthfulqa | 2|none | 0|acc |0.2717|± |0.0156|
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+ |ko_hellaswag | 1|none | 0|acc |0.4109|± |0.0049|
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+ | | |none | 0|acc_norm|0.5503|± |0.0050|
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+ |ko_common_gen | 1|none | 0|acc |0.9041|± |0.0075|
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+ | | |none | 0|acc_norm|0.9041|± |0.0075|
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+ |ko_arc_easy | 1|none | 0|acc |0.3490|± |0.0139|
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+ | | |none | 0|acc_norm|0.4326|± |0.0145|