Update README.md

README.md

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 # **KoQuality-Polyglot-5.8b**
 
-KoQuality-Polyglot-5.8b is an auto-regressive language model that conducts instruction tuning with KoQuality datasets on Polyglot-5.8b model. 
 
-<img src=https://cdn-uploads.huggingface.co/production/uploads/650fecfd247f564485f8fbcf/U7fLI5xFm23kosszXtyLP.png style="max-width: 500px; width: 300%"/>
+KoQuality-Polyglot-5.8b is an auto-regressive language model that conducts instruction tuning with KoQuality datasets on Polyglot-5.8b model. 
 
+### Average accuracy score of the KoBEST datasets
 
+Our best model is trained on [KoQuality dataset](https://huggingface.co/datasets/DILAB-HYU/KoQuality), which is curated by proposed method (len_group=5, k=100, method=ppl_sampling). <br> 
+We use KoBEST benchmark datasets(KoBEST_boolq, KoBEST_copa, KoBEST_hellaswag, KoBEST_sentineg, KoBEST_wic) to compare the performance of our best model and other models accuracy. <br>
+Our model outperforms other models in the average accuracy score of the KoBEST datasets.
+<img src=https://cdn-uploads.huggingface.co/production/uploads/650fecfd247f564485f8fbcf/U7fLI5xFm23kosszXtyLP.png style="max-width: 500px; width: 300%"/>
 
 
 | Model | 0-shot | 1-shot | 2-shot | 5-shot | 10-shot
@@ -18,6 +22,8 @@ KoQuality-Polyglot-5.8b is an auto-regressive language model that conducts instr
 | kullm-polyglot-5.8b | 0.5409 | 0.6072 | 0.5945 | 0.6345 | 0.6530
 
 
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 <img src=https://cdn-uploads.huggingface.co/production/uploads/650fecfd247f564485f8fbcf/7EKl1OAgKgPBFcSlGzBiW.png style="max-width: 800px; width: 400%"/>