# 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)
* **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
{"language": ["ko"], "tags": ["finetune"], "pipeline_tag": "text-generation"}
transformers safetensors mistral text-generation finetune ko autotrain_compatible endpoints_compatible text-generation-inference region:us