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MIPROv2 KNN#1888

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CyrusNuevoDia wants to merge 39 commits intobootstrap-knn-few-shot-with-random-searchstanfordnlp/dspy:bootstrap-knn-few-shot-with-random-searchfrom miprov2-knnstanfordnlp/dspy:miprov2-knnCopy head branch name to clipboard

+973-474

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Commits on Nov 25, 2024

• Parallel Bootstrap

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  627afb9

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• Merge branch 'bootstrap-knn-few-shot-with-random-search' into parallel-bootstrap

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Commits on Nov 29, 2024

• dspy.streamify

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• Update docs

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• Merge branch 'main' into streaming

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  48a2376

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• Fix ruff lint error

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• Bring back send_stream to settings

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  7c251a9

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• Improve doc

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• Bring back request_cache setting

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• sse => streaming_response

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• Simplify dsp.utils.settings diff

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Commits on Nov 30, 2024

• WIP

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Commits on Dec 1, 2024

• Merge branch 'bootstrap-knn-few-shot-with-random-search' into miprov2-knn

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Commits on Dec 2, 2024

• Fixed MIPROv2KNN bug

  CyrusNuevoDia

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  bf58b36

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• Add load/dump to LRUCache + drop callable request params

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• Merge branch 'streaming' into miprov2-knn

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Commits on Dec 3, 2024

• Remove testing results.csv

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• ujson => pickle for dump/load

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• EOD

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• Parallel proposer

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• Remove double logger init

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Commits on Dec 4, 2024

• Refactor + caching dspy.Embedder

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• Add lazy vectorization to dspy.KNN

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• Parallel GroundedProposer

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  ce59dc0

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• Update BootstrapKNNRS to use lazy KNN

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• Improve progress logging for Bootstrap*

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• Simplify OptimizerTester

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• Formatting and pass through num_threads to GroundedProposer

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  1da5c4f

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• MIPROv2KNN works!

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  fe4c5c9

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• Merge branch 'bootstrap-knn-few-shot-with-random-search' into miprov2-knn

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Commits on Dec 5, 2024

• Fix lazy loading for KNN

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• Make num_candidate_programs actually = num_candidate_programs

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  b0a64f9

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• Clarify embedding log

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  5074b13

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• Remove unnecessary import

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• Improve printing

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Commits on Dec 6, 2024

• Add 2-module HoVeR task

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Commits on Dec 18, 2024

• Answer exact match and semantic f1

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• Merge branch 'bootstrap-knn-few-shot-with-random-search' into miprov2-knn

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• Typed DemoCandidate

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