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language:
- ko
pipeline_tag: text-generation
tags:
- finetune
---
# Model Card for mistral-ko-OpenOrca-2000
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-2000 is is a fine-tuned version of the Mistral-7B-v0.1.
* **Lora target modules** : q_proj, k_proj, v_proj, o_proj,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-2000")
model = AutoModelForCausalLM.from_pretrained("shleeeee/mistral-ko-OpenOrca-2000")
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-generation", model="shleeeee/mistral-ko-OpenOrca-2000")
```
## Evaluation
To be added |