Code

Add LoRA Implementation#611

Code

Merged

constantinpape merged 19 commits intodevcomputational-cell-analytics/micro-sam:devfrom lora-samcomputational-cell-analytics/micro-sam:lora-samCopy head branch name to clipboardJun 19, 2024

+360

Commits

Commits on Apr 19, 2024

• Add first draft of lora-based implementation

  anwai98

  committed
  0dc18a0

• Refactor inheritance to pass LoRA-SAM model jlt

  anwai98

  committed
  75ad9bf

Commits on May 21, 2024

• Merge branch 'master' into lora-sam

  anwai98

  committed
  2cf3bb6

• Refactor lora scripts

  anwai98

  committed
  2d470db

• Update function for counting trainable model params

  anwai98

  committed
  7b29d8d

• Update parameter outputs

  anwai98

  committed
  3aa84aa

Commits on May 31, 2024

• Update minor mentions

  anwai98

  committed
  9f465d0

• Merge branch 'dev' into lora-sam

  anwai98

  committed
  3b3f896

Commits on Jun 5, 2024

• Merge branch 'dev' into lora-sam

  anwai98

  committed
  db36081

Commits on Jun 14, 2024

• Merge branch 'lora-sam' of https://github.com/computational-cell-analytics/micro-sam into lora-sam

  anwai98

  committed
  13a16f0

• Merge branch 'dev' into lora-sam

  anwai98

  committed
  24574e5

• Refactor lora sam to peft sam and make peft method mechanism flexible

  anwai98

  committed
  bb80fad

• Update to latest docstring

  anwai98

  committed
  08743d8

• Update notimplementederror message to base class

  anwai98

  committed
  54215f9

Commits on Jun 16, 2024

• Refactor new peft sam adaptation

  anwai98

  committed
  9ef88bc

• Add reset params for linear layers

  anwai98

  committed
  b91d649

Commits on Jun 17, 2024

• Add tests for peft module

  anwai98

  committed
  bb0958b

• Minor update to peft sam

  anwai98

  committed
  266f365

Commits on Jun 18, 2024

• Add peft-sam to inference backbone

  anwai98

  committed
  80a522e