Downloads · 30 days
33
1% of all-time downloads
Linkbricks-Llama3.2-Korean-cpt-3b
Saxo/Linkbricks-Llama3.2-Korean-cpt-3b
Linkbricks-Llama3.2-Korean-cpt-3b is a text generation model from Saxo. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
<div align="center" <img src="http://www.linkbricks.com/wp-content/uploads/2024/11/fulllogo.png" / </div
All-time downloads
2.4K
Public
Parameters
3.6B
7.2 GB on disk
Likes
7
Public
Repo makeup
Click a slice to open those files.
.safetensors7.2 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Oct 4, 2024
- Updated
- Dec 5, 2024
- SHA
- 89e72373
Base models
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
Model card
From the Hugging Face model README
Model Card for Model ID
<div align="center"> <img src="http://www.linkbricks.com/wp-content/uploads/2024/11/fulllogo.png" /> </div>AI 와 빅데이터 분석 전문 기업인 Linkbricks의 데이터사이언티스트인 지윤성(Saxo) 이사가 <br> meta-llama/Llama-3.2-3B-Instruct 베이스모델을 사용해서 H100-80G 8개를 통해 CPT(Continued Pre Trainig) 한 한글 언어 모델<br> 5천만건의 한글 뉴스 포함 다양한 한글 코퍼스를 기준으로 전체 파라미터중 약 35%를 재 튜닝한 한글 기본 모델로 SFT, DPO 를 통해 용도에 맞게 튜닝하면 됩니다.<br> -토크나이저는 확장 없이 베이스 모델을 그대로 사용<br> -128k-Context Window<br> -한글 Function Call 및 Tool Calling 지원 <br> -Deepspeed Stage=3, rslora 및 BAdam Layer Mode 사용 <br> <br><br>
Dr. Yunsung Ji (Saxo), a data scientist at Linkbricks, a company specializing in AI and big data analytics <br> Korean language model CPT (Continued Pre Trainig) with 8 H100-80Gs using meta-llama/Llama-3.2-3B-Instruct base model<br> A basic Korean language model with about 35% of the total parameters re-tuned based on various Korean corpus including 50 million Korean news, which need to be customized through SFT and DPO. <br><br> -Tokenizer uses the base model without word expansion<br> -128k-Context Window<br> -Support for Korean Functioncall and Tool Calling<br> -Deepspeed Stage=3, use rslora and BAdam Layer Mode<br> <br><br>
<a href="www.linkbricks.com">www.linkbricks.com</a>, <a href="www.linkbricks.vc">www.linkbricks.vc</a>
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- ko, en, jp, cn
- Created
- Oct 4, 2024
- Updated
- Dec 5, 2024