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2025.02

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@dxoigmn dxoigmn released this 07 Feb 20:42
· 3 commits to main since this release
66d5642

πŸŽ‰ Major Updates

  • πŸš€ 1.25x speed improvements (1.5x with use_kv_cache=True)
  • πŸ“‰ Introduced autoGCG - automatic GCG tuning using Bayesian optimization
  • πŸ’Ό Data subsystem refactor to enable arbitrary dataset support
  • 🧠 Add a tutorial on how to use LLMart as a standalone library.

🎈 Minor Updates

  • Support for uv
  • More intuitive dataset splitting parameters
  • Disable early stopping via early_stop=False
  • Run test only via attack=None or steps=0
  • Option to enable/disable batch splitting via data.split_batches=True/False
  • Reusable closure creation

🚧 Bug Fixes

  • Remove world_size from optimizer
  • Fix _local_swap_count being on wrong device in optimizer