Llama_factory初始化
基础操作:
数据处理:LLaMA-Factory-main\src\llamafactory\data\preprocess.py
训练示例:
- 请首先阅读example相关示例:LLaMA-Factory-main\examples\README_zh.md
2、指令微调:LLaMA-Factory-main\examples\extras\fsdp_qlora\single_node.sh
本地示例:LLaMA-Factory-main\examples\lora_multi_gpu\demo_lhx.sh
安装问题:
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
rich 13.7.1 requires pygments<3.0.0,>=2.13.0, but you have pygments 2.2.0 which is incompatible.
自搭的环境source activate /mnt/data/luhongxuan/env_pip/llama_factory/bin/activate
才有效果,直接source ../activate
无效【后续验证,好像又不是问题】
pytorch2.0以上:不再推荐使用torch.distribute.launch而是torchrun:Also note that torch.distributed.launch is deprecated and torchrun is preferred in PyTorch 2.0.
保存镜像重新复现时,OSError: /usr/local/mpi/lib/libmpi.so.40: undefined symbol: opal_hwloc201_hwloc_get_type_depth
解决:ldconfig(更新动态链接库Dynamic Linker Configuration Tool)