Ludwig AI Files

What's New

• Add support for RSLoRA and DoRA by @arnavgarg1 in https://github.com/ludwig-ai/ludwig/pull/3948 To enable, set the corresponding flag to true in config (can be used in conjunction):

  adapter:
  

  type: lora      use_rslora: false use_dora: false * Add support for eval batch size tuning for LLMs on local backend by @arnavgarg1 in https://github.com/ludwig-ai/ludwig/pull/3957 To enable, set "eval_batch_size" to "auto" in the trainer section:

  trainer:
  

  eval_batch_size: auto * Enable loading model weights from training checkpoint by @geoffreyangus in https://github.com/ludwig-ai/ludwig/pull/3969 To enable, pass from_checkpoint=True to LudwigModel.load():

  LudwigModel.load(model_dir, from_checkpoint=True)

Full Changelog

• Save ludwig-config with model-weights in output directory by @sanjaydasgupta in https://github.com/ludwig-ai/ludwig/pull/3965
• Add unit tests for image utils unet functions by @vijayi1 in https://github.com/ludwig-ai/ludwig/pull/3921
• fix: Update imdb_genre_prediction dataset yaml to match dataset by @jeffreyftang in https://github.com/ludwig-ai/ludwig/pull/3944
• Fix kube apt source by @noyoshi in https://github.com/ludwig-ai/ludwig/pull/3952
• Temporarily disable expensive text metrics by @arnavgarg1 in https://github.com/ludwig-ai/ludwig/pull/3954
• [MAINTENANCE] Comment Out PyTorch Nightly Test by @alexsherstinsky in https://github.com/ludwig-ai/ludwig/pull/3955
• [BUGFIX] Fixing integration test failures. by @alexsherstinsky in https://github.com/ludwig-ai/ludwig/pull/3959
• [MAINTENANCE] Use latest version of psutil library. by @alexsherstinsky in https://github.com/ludwig-ai/ludwig/pull/3956

New Contributors

• @sanjaydasgupta made their first contribution in https://github.com/ludwig-ai/ludwig/pull/3965

Full Changelog: https://github.com/ludwig-ai/ludwig/compare/v0.10.1...v0.10.2