metadata
license: llama3.1
language:
- en
- ko
tags:
- llama-3.1
- ncsoft
- varco
- gguf
- ko
Llama-VARCO-8B-Instruct-GGUF
Thanks to https://huggingface.co/NCSOFT/Llama-VARCO-8B-Instruct
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Llama-VARCO-8B-Instruct
About the Model
Llama-VARCO-8B-Instruct is a generative model built with Llama, specifically designed to excel in Korean through additional training. The model uses continual pre-training with both Korean and English datasets to enhance its understanding and generation capabilites in Korean, while also maintaining its proficiency in English. It performs supervised fine-tuning (SFT) and direct preference optimization (DPO) in Korean to align with human preferences.
- Developed by: NC Research, Language Model Team
- Languages (NLP): Korean, English
- License: LLAMA 3.1 COMMUNITY LICENSE AGREEMENT
- Base model: meta-llama/Meta-Llama-3.1-8B
LogicKor
We used the LogicKor code to measure performance. For the judge model, we used the officially recommended gpt-4-1106-preview. The score includes only the 0-shot evaluation provided in the default.
| Model | Math | Reasoning | Writing | Coding | Understanding | Grammer | Single turn | Multi turn | Overall |
|---|---|---|---|---|---|---|---|---|---|
| Llama-VARCO-8B-Instruct | 6.71 / 8.57 | 8.86 / 8.29 | 9.86 / 9.71 | 8.86 / 9.29 | 9.29 / 10.0 | 8.57 / 7.86 | 8.69 | 8.95 | 8.82 |
| EXAONE-3.0-7.8B-Instruct | 6.86 / 7.71 | 8.57 / 6.71 | 10.0 / 9.29 | 9.43 / 10.0 | 10.0 / 10.0 | 9.57 / 5.14 | 9.07 | 8.14 | 8.61 |
| Meta-Llama-3.1-8B-Instruct | 4.29 / 4.86 | 6.43 / 6.57 | 6.71 / 5.14 | 6.57 / 6.00 | 4.29 / 4.14 | 6.00 / 4.00 | 5.71 | 5.12 | 5.42 |
| Gemma-2-9B-Instruct | 6.14 / 5.86 | 9.29 / 9.0 | 9.29 / 8.57 | 9.29 / 9.14 | 8.43 / 8.43 | 7.86 / 4.43 | 8.38 | 7.57 | 7.98 |
| Qwen2-7B-Instruct | 5.57 / 4.86 | 7.71 / 6.43 | 7.43 / 7.00 | 7.43 / 8.00 | 7.86 / 8.71 | 6.29 / 3.29 | 7.05 | 6.38 | 6.71 |