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glm-finetune-lora's Introduction

GLM-Tuning-LoRA

基于清华的 GLM-10B-chinese + LoRA 进行finetune.

数据集: alpaca

S1 Finetune

准备

  • 显卡: A100等Ampere架构的显卡,V100不可!!!
  • 环境:
    • python>=3.8
    • cuda>=11.3(不支持cuda11以下!!!)
    • pip install -r requirements.txt

数据

datas/ 文件夹下

训练

支持多卡训练

python3 -m torch.distributed.launch --nproc_per_node=${GPUS_PER_NODE} --nnodes=${WORKER_CNT} --node_rank=${RANK} \
          --master_addr=${MASTER_ADDR} --master_port=${MASTER_PORT} train.py \

推理

python3 inference.py \

TODO:

  • 代码开放
  • 使用中文数据
  • ...

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