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Commits on Sep 2, 2025

• always pass `input_ids`, `attention_mask`, `token_type_ids`, `inputs_embeds` to forward (#3509)

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  Samoed

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  tomaarsen

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Commits on Sep 1, 2025

• Update rasyosef/splade-mini MSMARCO and BEIR-13 benchmark scores in pretrained_models.md (#3508)

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  rasyosef

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Commits on Aug 29, 2025

• Add Support for Knowledgeable Passage Retriever (KPR) (#3495)

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  ikuyamada

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  tomaarsen

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Commits on Aug 27, 2025

• [`feat`] Use encode_document and encode_query in mine_hard_negatives (#3502)

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  tomaarsen

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  5b18f36

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• [`tests`] Add hard negatives test showing multiple positives are correctly handled (#3503)

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  tomaarsen

  and

  Copilot

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• [`model_card`] Don't override manually provided languages in model card (#3501)

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  tomaarsen

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• Ensure multi-process embeddings are moved to CPU for concatenation (#3488)

  tomaarsen

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• Add FLOPS calculation and update metrics in SparseEvaluators (#3456)

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  arthurbr11

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  tomaarsen

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Commits on Aug 26, 2025

• fix: add batch size parameter to model prediction in CrossEncoderRerankingEvaluator (#3497)

  emapco

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  bf87047

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• Docs Patch for AnglE and CoSENT Losses (#3496)

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  johneckberg

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Commits on Aug 6, 2025

• Increment dev version to v5.2.0.dev

  tomaarsen

  committed
  04ae2e0

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• Update main sbert.net page with v5.1 mention (#3482)

  tomaarsen

  authored
  2cf753f

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• [`feat`] Allow n-tuples for CE MarginMSE training (#3481)

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  tomaarsen

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• docs: add MTEB evaluation guide and update usage.rst (#3477)

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  4 peopleauthored
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• Use SHA256 with usedforsecurity=False in hard negatives caching (#3479)

  tomaarsen

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• chore: Handle error when predict is called with an empty sentence list (#3466)

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  nitin-nsp

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  tomaarsen

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Commits on Aug 5, 2025

• [`feat`] Add ONNX, OV support for SparseEncoder; refactor ONNX/OV (#3475)

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  tomaarsen

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  99dda77

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• [`docs`] Add splade_index semantic search example (#3473)

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  tomaarsen

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Commits on Jul 30, 2025

• docs: Fix dead link in ContrastiveLoss references (#3476)

  tomaarsen

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Commits on Jul 29, 2025

• Fix: prevent loading best model when PEFT adapters are active (#3470)

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  sahibpreetsingh12

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  tomaarsen

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Commits on Jul 25, 2025

• [`feat`] Update the trackio default project if not already defined (#3467)

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  tomaarsen

  authored
  5eb2a1b

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• Fix grammar mistakes in GenQ docs (#3458)

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  ddofer

  and

  tomaarsen

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• Revert changes to multi-GPU evaluator calls (#3463)

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  tomaarsen

  authored
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Commits on Jul 24, 2025

• [`fix`] Patch `gather_across_devices` for in-batch negatives losses (#3453)

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  tomaarsen

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Commits on Jul 22, 2025

• [`fix`] Fix Router torch initialization, fixes DP (#3454)

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  tomaarsen

  authored
  49a60f9

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• [`fix`] cast indexing numpy int to Python int in encode method (#3455)

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  emapco

  and

  tomaarsen

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Commits on Jul 17, 2025

• Reduce the number of hub requests for the model card tests (#3447)

  tomaarsen

  authored
  0d4a3b9

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• [`chore`] Redistribute util.py (and its tests) to separate directory (#3446)

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  tomaarsen

  authored
  e2f1fdc

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• [`feat`] Add gather_across_devices parameter to contrastive losses (#3442)

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  tomaarsen

  authored
  98cf7dc

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Commits on Jul 16, 2025

• Improve Training Argument type hinting (#3427)

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  FremyCompany

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  tomaarsen

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  4ece633

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• Fix compatibility issues with datasets v4 (#3445)

  tomaarsen

  authored
  65930fa

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• [`feat`] Avoid unneeded warning when calling encode_query/document with prompt (#3444)

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  tomaarsen

  authored
  1564192

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Commits on Jul 10, 2025

• Fix ONNX/OV export; Avoid .transformers_model (#3439)

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  tomaarsen

  authored
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Commits on Jul 9, 2025

• [`feat`] Add "n-tuple-scores" output format to mine_hard_negatives function (#3430)

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  tomaarsen

  authored
  d5c8f51

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Commits on Jul 8, 2025

• Avoid pipe characters that mess up table formatting in model card (#3429)

  tomaarsen

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