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--- |
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license: apache-2.0 |
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--- |
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## Model |
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base_model : beomi/OPEN-SOLAR-KO-10.7B |
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## Dataset |
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* 공개 데이터 수집 |
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* Deduplicating Training Data Makes Language Models Better 알고리즘 활용 |
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## Code |
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```python |
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from transformers import AutoModelForCausalLM, AutoTokenizer |
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import torch |
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model_name = "jingyeom/SOLAR_KO_1.3_deup" |
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model = AutoModelForCausalLM.from_pretrained( |
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model_name, |
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) |
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tokenizer = AutoTokenizer.from_pretrained(model_name) |
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``` |
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## Benchmark |
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**[Ko-LLM-Leaderboard](https://huggingface.co/spaces/upstage/open-ko-llm-leaderboard)** |
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(24.01.29 기준 리더보드 11등) |
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| Average | Ko-ARC | Ko-HellaSwag | Ko-MMLU | Ko-TruthfulQA | Ko-CommonGen V2 | |
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| ------: | -----: | -----------: | ------: | ------------: | --------------: | |
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| 53.63 | 52.65 | 60.92 | 50.9 | 45.14 | 58.56 | |
