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georgesung/llama2_7b_openorca_35k
llama2_7b_openorca_35k is a text generation model from georgesung. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.
Fine-tuned Llama-2 7B with a 35k subset of the OpenOrca dataset georgesung/OpenOrca35k. Used QLoRA for fine-tuning. Trained for one epoch on a 24GB GPU (NVIDIA A10G) instance.
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From the Hugging Face model README
Fine-tuned Llama-2 7B with a 35k subset of the OpenOrca dataset georgesung/OpenOrca_35k. Used QLoRA for fine-tuning. Trained for one epoch on a 24GB GPU (NVIDIA A10G) instance.
The model was trained with the following prompt style:
### System:
You are a helpful AI assistant.
### Instruction:
Hello
### Response:
Hi, how can I help you?
Code used to train the model is available here.
To reproduce the results:
git clone https://github.com/georgesung/llm_qlora
cd llm_qlora
pip install -r requirements.txt
python train.py configs/llama2_7b_orca_35k.yaml