v0.0.5

What's Changed

• Update action to manually deploy docs by @fschlatt in #28
• Remove work in progress sbert integration by @fschlatt in #30
• Fix documentation for custom datasets by @fschlatt in #31
• Update docs class template by @fschlatt in #32
• Minor documentation improvements by @fschlatt in #35
• add scores for NanoBEIR dataset by @RaykKretzschmar in #33
• Add prepare data method to download data in single process and prevent data corruption by @fschlatt in #36
• Fix preparing data by sampling the first element from each ir dataset by @fschlatt in #37
• Fix col model document expansion by @fschlatt in #38
• Batch similarity functions for dense and sparse retriever to avoid OOM for large indexes by @fschlatt in #39
• Version bump in CITATION.cff by @fschlatt in #40
• Fix preparing docs store for to avoid corrupted data by @fschlatt in #41
• Correctly use batching for sparse and dense PyTorch indexer to avoid memory issues by @fschlatt in #42
• Speed up batching by using empty instead of zeros by @fschlatt in #43
• Restructure model-zoo tables and improve documentation clarity by @RaykKretzschmar in #44
• Add callbacks for indexing and searching in model-zoo by @RaykKretzschmar in #45
• Improve printing results for searching and re-ranking by @fschlatt in #46
• Increase precision for sparse and dense searcher by @fschlatt in #47
• Do not print results for validation in training by @fschlatt in #48
• Free memory in searching + Fix skip dataset logging by @fschlatt in #49
• Add index and save directory configurations for callbacks by @RaykKretzschmar in #50
• Fix logging for validation by @fschlatt in #51
• Fix getting dataset for single dataloader by @fschlatt in #52
• Fix class references in quickstart guide for models and configurations by @RaykKretzschmar in #53
• Fix class references in documentation by @RaykKretzschmar in #54
• Fix emptying cache when loading new index by @fschlatt in #55
• Minor dataset improvements by @fschlatt in #56
• Add convenience function to parse sparse CSR tensor by @fschlatt in #57
• Add the option to specify an index name by @fschlatt in #58
• Minor indexing and retrieval improvements by @fschlatt in #59
• Add ModernColBERT support and update tokenizer warnings by @RaykKretzschmar in #60
• Fix CI + Minor pretty printing fix by @fschlatt in #61
• Fix CI by @fschlatt in #62
• Add option to pass model kwargs when loading model using module by @fschlatt in #63
• Fix pretty printing for skipped inference datasets by @fschlatt in #64
• Improve passing model kwargs and fix quotes in saving run files by @fschlatt in #65
• Add monoelectra rank-distillm data by @fschlatt in #66
• Remove flash + Make model registration public by @fschlatt in #67
• Update seismic test index by @fschlatt in #68
• Entirely remove indexes from test data by @fschlatt in #69
• Return none for dataset len if no length can be inferred by @fschlatt in #71
• Fix doc dataset length and update docstrings by @fschlatt in #72
• Support different tokenizers for adding marker tokens by @fschlatt in #73
• Force query and doc ids to str by @fschlatt in #74
• Make cross-encoder abstract by @fschlatt in #76
• Fix tests by @fschlatt in #77
• Fix flake8 issues in documentation strings by @fschlatt in #78
• Remove colbert-ai from test dependencies by @fschlatt in #79
• Make sure datasets>=3.0.0 by @fschlatt in #80
• Refactor documentation to Google-style format by @RaykKretzschmar in #81
• Improve readability and documentation of loss functions by @fschlatt in #83
• Refactor documentation by @RaykKretzschmar in #82
• Fix mono models for transformers version bump by @fschlatt in #84
• Add Coil to Lightning IR by @samiki-hub in #16
• Fix coil without gpu by @fschlatt in #89
• Update COIL embedding docstrings by @fschlatt in #90
• Add docstrings for retrieve modules by @RaykKretzschmar in #88
• Add MVR to lightning-IR by @lisalehna in #75
• Improve documentation by @fschlatt in #92
• Version bump by @fschlatt in #93

New Contributors

• @samiki-hub made their first contribution in #16
• @lisalehna made their first contribution in #75

Full Changelog: v0.0.4...v0.0.5