---
tags:
- merge
- mergekit
- sh2orc
- llama3

base_model:
- sh2orc/Llama-3-Korean-8B
---

# Llama-3-Korean-20B

Llama-3-Korean-20B is a merge of the following models using Mergekit:
* [sh2orc/Llama-3-Korean-8B](https://huggingface.co/sh2orc/Llama-3-Kor-BCCard-8B)


## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "sh2orc/Llama-3-Korean-20B"
messages = [{"role": "user", "content": "What is a large language model?"}]

tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    torch_dtype=torch.float16,
    device_map="auto",
)

outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])
```