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Llama3-Ko-Carrot-8B-it
CarrotAI/Llama3-Ko-Carrot-8B-it
Llama3-Ko-Carrot-8B-it is a text generation model from CarrotAI. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3
- Model type
- llama
- Access
- Public
- Created
- Jun 5, 2024
- Updated
- Jul 2, 2024
- SHA
- f507c91f
Model card
From the Hugging Face model README
Model Details
axolotl를 이용하여 공개/자체적으로 생성된 한국어, 영어 데이터셋으로 파인튜닝하였습니다.
Model Description
Socre
llm_kr_eval
| 평가 지표 | 점수 |
|---|---|
| AVG_llm_ok_eval | 0.4282 |
| EL (Easy Language) | 0.1264 |
| FA (False Alarm) | 0.2184 |
| NLI (Natural Language Understanding) | 0.5767 |
| QA (Question Answering) | 0.5100 |
| RC (Reconstruction) | 0.7096 |
| klue_ner_set_f1 (Klue Named Entity Recognition F1 Score) | 0.1429 |
| klue_re_exact_match (Klue Reference Exact Match) | 0.1100 |
| kmmlu_preview_exact_match (Kmmlu Preview Exact Match) | 0.4400 |
| kobest_copa_exact_match (Kobest COPA Exact Match) | 0.8100 |
| kobest_hs_exact_match (Kobest HS Exact Match) | 0.3800 |
| kobest_sn_exact_match (Kobest SN Exact Match) | 0.9000 |
| kobest_wic_exact_match (Kobest WIC Exact Match) | 0.5800 |
| korea_cg_bleu (Korean CG BLEU) | 0.2184 |
| kornli_exact_match (KornLI Exact Match) | 0.5400 |
| korsts_pearson (KorSTS Pearson Correlation Coefficient) | 0.6225 |
| korsts_spearman (KorSTS Spearman Rank Correlation Coefficient) | 0.6064 |
LogicKor
| 카테고리 | 싱글 점수 평균 | 멀티 점수 평균 |
|---|---|---|
| 수학(Math) | 4.43 | 3.71 |
| 이해(Understanding) | 9.29 | 6.86 |
| 추론(Reasoning) | 5.71 | 5.00 |
| 글쓰기(Writing) | 7.86 | 7.43 |
| 코딩(Coding) | 7.86 | 6.86 |
| 문법(Grammar) | 6.86 | 3.86 |
| 전체 싱글 점수 평균 | 7.00 | - |
| 전체 멀티 점수 평균 | - | 5.62 |
| 전체 점수 | - | 6.31 |
Built with Meta Llama 3
License Llama3 License: https://llama.meta.com/llama3/license
Applications
This fine-tuned model is particularly suited for [mention applications, e.g., chatbots, question-answering systems, etc.]. Its enhanced capabilities ensure more accurate and contextually appropriate responses in these domains.
Limitations and Considerations
While our fine-tuning process has optimized the model for specific tasks, it's important to acknowledge potential limitations. The model's performance can still vary based on the complexity of the task and the specificities of the input data. Users are encouraged to evaluate the model thoroughly in their specific context to ensure it meets their requirements.
If you liked this model, please use the card below
@article{Llama3KoCarrot8Bit,
title={CarrotAI/Llama3-Ko-Carrot-8B-it Card},
author={CarrotAI (L, GEUN)},
year={2024},
url = {https://huggingface.co/CarrotAI/Llama3-Ko-Carrot-8B-it/}
}
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3
- Languages
- ko, en
- Created
- Jun 5, 2024
- Updated
- Jul 2, 2024