transformers safetensors gguf llama text-generation conversational ko en jp cn dataset:Saxo/ko_cn_translation_tech_social_science_linkbricks_single_dataset dataset:Saxo/ko_jp_translation_tech_social_science_linkbricks_single_dataset dataset:Saxo/en_ko_translation_tech_science_linkbricks_single_dataset_with_prompt_text_huggingface dataset:Saxo/en_ko_translation_social_science_linkbricks_single_dataset_with_prompt_text_huggingface dataset:Saxo/ko_aspect_sentiment_sns_mall_sentiment_linkbricks_single_dataset_with_prompt_text_huggingface dataset:Saxo/ko_summarization_linkbricks_single_dataset_with_prompt_text_huggingface dataset:Saxo/OpenOrca_cleaned_kor_linkbricks_single_dataset_with_prompt_text_huggingface dataset:Saxo/ko_government_qa_total_linkbricks_single_dataset_with_prompt_text_huggingface_sampled dataset:maywell/ko_Ultrafeedback_binarized base_model:NousResearch/Meta-Llama-3.1-70B-Instruct base_model:quantized:NousResearch/Meta-Llama-3.1-70B-Instruct license:apache-2.0 autotrain_compatible text-generation-inference endpoints_compatible region:us
---
base_model: NousResearch/Meta-Llama-3.1-70B-Instruct
datasets:
- Saxo/ko_cn_translation_tech_social_science_linkbricks_single_dataset
- Saxo/ko_jp_translation_tech_social_science_linkbricks_single_dataset
- Saxo/en_ko_translation_tech_science_linkbricks_single_dataset_with_prompt_text_huggingface
- Saxo/en_ko_translation_social_science_linkbricks_single_dataset_with_prompt_text_huggingface
- Saxo/ko_aspect_sentiment_sns_mall_sentiment_linkbricks_single_dataset_with_prompt_text_huggingface
- Saxo/ko_summarization_linkbricks_single_dataset_with_prompt_text_huggingface
- Saxo/OpenOrca_cleaned_kor_linkbricks_single_dataset_with_prompt_text_huggingface
- Saxo/ko_government_qa_total_linkbricks_single_dataset_with_prompt_text_huggingface_sampled
- maywell/ko_Ultrafeedback_binarized
language:
- ko
- en
- jp
- cn
library_name: transformers
license: apache-2.0
pipeline_tag: text-generation
---

# Model Card for Model ID

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<img src="http://www.linkbricks.com/wp-content/uploads/2024/11/fulllogo.png" />
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AI 전문 기업인 Linkbricks Horizon-AI 의 데이터사이언티스트인 지윤성(Saxo) 대표가 <br> NousResearch/Meta-Llama-3.1-70B-Instruct 베이스모델을 KT-CLOUD상의 H100-80G 4개를 통해 SFT->DPO 파인 튜닝을 한
한글 언어 모델로 한국어-중국어-영어-일본어 교차 학습 데이터와 로지컬 데이터를 통하여 한중일영 언어 교차 증강 처리와 복잡한 한글 논리 문제 역시 대응 가능하도록 훈련한 모델이며 토크나이저는 단어 확장 없이 베이스 모델 그대로 사용. 
특히 고객 리뷰나 소셜 포스팅 고차원 분석 및 코딩등이 강화된 모델, 128k-Context Window, Tool Calling 지원, 애국가 가사를 정확히 아는 모델 입니다 ^^
Deepspeed Stage=3, rslora 를 사용 <br>
ollama run benedict/linkbricks-llama3.1-korean:70b

CEO Yunsung Ji (Saxo), a data scientist at Linkbricks Horizon-AI, a company specializing in AI and big data analytics, fine-tuned the NousResearch/Meta-Llama-3.1-70B-Instruct base model with SFT->DPO using four H100-80Gs on KT-CLOUD.
It is a Korean language model trained to handle complex Korean logic problems through Korean-Chinese-English-Japanese cross-training data and logical data, and Tokenizer uses the base model without word expansion. 


www.linkbricks.com, www.linkbricks.vc
