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README.md
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language:
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- en
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datasets:
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pipeline_tag: text-generation
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license: cc-by-nc-sa-4.0
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---
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# **Sakura-
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<img src='./sakura.png' width=512>
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**(주)미디어그룹사람과숲과 (주)마커의 LLM 연구 컨소시엄에서 개발된 모델입니다**
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**Method**
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Using DPO method.
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With [
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I shared the information about my model. (training and code)
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Please see: ⭐[Sakura-SOLAR](https://github.com/KyujinHan/Sakura-SOLAR-DPO).
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| Model | Average | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K |
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| --- | --- | --- | --- | --- | --- | --- | --- |
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| Sakura-SOLAR-Instruct-DPO-v2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
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| Sakura-SOLAR-Instruct-DPO-v1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
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| [kyujinpy/Sakura-SOLAR-Instruct](https://huggingface.co/kyujinpy/Sakura-SOLAR-Instruct) | 74.40 | 70.99 | 88.42 | 66.33 | 71.79 | 83.66 | 65.20
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# Implementation Code
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```python
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### KO-Platypus
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from transformers import AutoModelForCausalLM, AutoTokenizer
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import torch
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repo = "kyujinpy/Sakura-
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OpenOrca = AutoModelForCausalLM.from_pretrained(
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repo,
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return_dict=True,
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language:
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- en
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datasets:
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- Intel/orca_dpo_pairs
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pipeline_tag: text-generation
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license: cc-by-nc-sa-4.0
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---
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# **Sakura-SOLRCA-Instruct-DPO**
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<img src='./sakura.png' width=512>
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**(주)미디어그룹사람과숲과 (주)마커의 LLM 연구 컨소시엄에서 개발된 모델입니다**
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**Method**
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Using DPO method.
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With [Intel/orca_dpo_pairs](https://huggingface.co/datasets/Intel/orca_dpo_pairs).
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I shared the information about my model. (training and code)
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Please see: ⭐[Sakura-SOLAR](https://github.com/KyujinHan/Sakura-SOLAR-DPO).
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| Model | Average | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K |
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| --- | --- | --- | --- | --- | --- | --- | --- |
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| Sakura-SOLRCA-Instruct-DPO | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
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| Sakura-SOLAR-Instruct-DPO-v2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
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| Sakura-SOLAR-Instruct-DPO-v1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
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| [kyujinpy/Sakura-SOLAR-Instruct](https://huggingface.co/kyujinpy/Sakura-SOLAR-Instruct) | 74.40 | 70.99 | 88.42 | 66.33 | 71.79 | 83.66 | 65.20
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# Implementation Code
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```python
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### KO-Platypus
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from transformers import AutoModelForCausalLM, AutoTokenizer
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import torch
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repo = "kyujinpy/Sakura-SOLRCA-Instruct-DPO"
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OpenOrca = AutoModelForCausalLM.from_pretrained(
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repo,
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return_dict=True,
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