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Model: mncai/llama2-13b-dpo-v3
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---
license: cc-by-nc-sa-4.0
language:
- en
- ko
---
# Model Card for llama2-dpo-v3
### Introduction of MindsAndCompany
https://mnc.ai/
We develop a diverse range of AI models and craft solutions tailored for business applications. In the realm of generative AI, our product development includes the Code Assistant, the TOD Chatbot, and LLMOps. We are also actively working on the development of Enterprise AGI (Artificial General Intelligence).
### Model Summary
based beomi/llama-2-koen-13b, instruction tuned and dpo.
### How to Use
Here give some examples of how to use our model.
```python
from transformers import AutoConfig, AutoModel, AutoTokenizer
import transformers
import torch
hf_model = 'mncai/llama2-13b-dpo-v3'
message = "<|user|>\n두 개의 구가 있는데 각각 지름이 1, 2일때 구의 부피는 몇배 차이가 나지? 설명도 같이 해줘.\n<|assistant|>\n"
sequences = pipeline(
message,
do_sample=True,
top_k=10,
num_return_sequences=1,
eos_token_id=tokenizer.eos_token_id,
max_length=2048,
)
for seq in sequences:
print(f"Result: {seq['generated_text']}")
```
### LICENSE
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License, under LLAMA 2 COMMUNITY LICENSE AGREEMENT
### Contact
If you have any questions, please raise an issue or contact us at dwmyoung@mnc.ai

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{
"_name_or_path": "mncai/llama2-13b-dpo-v3",
"architectures": [
"LlamaForCausalLM"
],
"attention_bias": false,
"bos_token_id": 1,
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"hidden_act": "silu",
"hidden_size": 5120,
"initializer_range": 0.02,
"intermediate_size": 13824,
"max_position_embeddings": 4096,
"model_type": "llama",
"num_attention_heads": 40,
"num_hidden_layers": 40,
"num_key_value_heads": 40,
"pad_token_id": 2,
"pretraining_tp": 1,
"rms_norm_eps": 1e-06,
"rope_scaling": null,
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"tie_word_embeddings": false,
"torch_dtype": "bfloat16",
"transformers_version": "4.35.2",
"use_cache": false,
"vocab_size": 46336
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