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Change Log

2023/03/12 Update to 0.1.0

  • Add cp-decomposition implementation for convolution layer
    • Both LoRA(LoCon) and LoHa can use this more parameter-efficient decomposition
  • Add sparse bias for extracted LoRA
    • Will add to training in the future (Maybe)
  • Change weight initialization method in LoHa
    • Use lower std to avoid loss to go high or NaN when using normal lr (like 0.5 in Dadap)