This model is finetuned by the joint efforts of Sparticle Inc. and A. I. Hakusan Inc.

This model is a fine-tuned Llama2-7b model with Japanese dataset with LoRA.

The training set of this model is about 5% of randomly chosen data from llm-japanese-dataset by izumi-lab. For inference, please follow the instructions in https://github.com/tloen/alpaca-lora/ .

Training procedure

The following bitsandbytes quantization config was used during training:

load_in_8bit: True
llm_int8_threshold: 6.0
llm_int8_skip_modules: None
llm_int8_enable_fp32_cpu_offload: False

Framework versions

PEFT 0.5.0.dev0