shleeeee/mistral-ko-OpenOrca-wiki-v1

Model Card for mistral-ko-OpenOrca-wiki-v1

It is a fine-tuned model using Korean in the mistral-7b model

Model Details

• —Model Developers : shleeeee(Seunghyeon Lee), oopsung(Sungwoo Park)
• —Repository : To be added
• —Model Architecture : The shleeeee/mistral-ko-OpenOrca-wiki-v1 is is a fine-tuned version of the Mistral-7B-v0.1.
• —Lora target modules : qproj, kproj, vproj, oproj,gate_proj
• —train_batch : 4
• —epochs : 2

Dataset

2000 ko-OpenOrca datasets

Prompt template: Mistral

<s>[INST]{['instruction']}[/INST]{['output']}</s>

Usage

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("shleeeee/mistral-ko-OpenOrca-wiki-v1")
model = AutoModelForCausalLM.from_pretrained("shleeeee/mistral-ko-OpenOrca-wiki-v1")

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="shleeeee/mistral-ko-OpenOrca-wiki-v1")

Evaluation

To be added