第一版：

• nvidia-smi
• git clone https://github.com/hiyouga/LLaMA-Factory.git

• cd LLaMA-Factory/

• llamafactory-cli train examples/train_lora/llama3_lora_sft.yaml

• pip install --upgrade huggingface_hub

• llamafactory-cli webui

• llamafactory-cli webui --share

• llamafactory-cli train examples/train_lora/llama3_lora_sft.yaml

• huggingface-cli login

• git lfs instsll

• sudo apt install git-lfs

• llamafactory-cli train examples/train_lora/llama3_lora_sft.yaml

• nvidia-smi

• pip list

• pip install transformers==4.36.2

• llamafactory-cli train examples/train_lora/llama3_lora_sft.yaml

• pip install transformers==4.41.2

• llamafactory-cli train examples/train_lora/llama3_lora_sft.yaml

• pip uninstall torch torchvision torchaudio

• coda create -n llm python==3.10.6

• conda create -n llm python==3.10.6

• pip install -e ".[torch,metrics]"

• llamafactory-cli train examples/train_lora/llama3_lora_sft.yaml

第二版：

nvidia-smi

 wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh

sh Miniconda3-latest-Linux-x86_64.sh 

source .bashrc

python --version

ls

sh Miniconda3-latest-Linux-x86_64.sh

source .bashrc

git clone https://github.com/hiyouga/LLaMA-Factory.git

conda create -n llm python==3.10.6

conda activate llm

cd LLaMA-Factory/

pip install -e ".[torch,metrics]"

pip install --upgrade huggingface_hub

huggingface-cli login

llamafactory-cli train examples/train_lora/llama3_lora_sft.yaml

sudo apt install git-lfs

git clone https://huggingface.co/meta-llama/Meta-Llama-3-8B