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llama-2-7b-chat-japanese-lora – AI Model by Sparticle | AlphaNeural AI
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llama-2-7b-chat-japanese-lora
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izumi-lab/llm-japanese-dataset
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This model is a fine-tuned Llama2-7b-chat-hf model with Japanese dataset with LoRA.
This model is finetuned by the joint efforts of Sparticle Inc. and A. I. Hakusan Inc.
The training set of this model contains:
5% of randomly chosen data from llm-japanese-dataset by izumi-lab.
Japanese-alpaca-lora dataset, retrieved from
https://github.com/masa3141/japanese-alpaca-lora/tree/main
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
You must agree with Meta's agreements when using this LoRA adapter with Llama-2.
