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ArcticEmbedLEncoder #2694

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@vincent-4 vincent-4 commented Jan 26, 2025 •
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Starting PR for @b8zhong
Mostly looking for a sanity check of initial impl of src/main/java/io/anserini/encoder/dense/ArcticEmbedLEncoder.java

  • Bindings generally follow Splade pattern
  • Currently using empty URLs and model names (to-fix)

Not implemented yet:

  • Component test for output verification
  • (L2 Norm)
  • End-to-end test with HNSW retrieval
  • (L1 Check) and check with cached vs. ONNX model
  • Support for multi-threaded search (32 threads mentioned) from Discussion: sharded indexes #2690

Q: am I good to convert Arctic-embed-l to ONNX, then run with src/main/java/io/anserini/encoder/dense/ArcticEmbedLEncoder.java now?

@vincent-4 vincent-4 changed the title Upstream master ArcticEmbedLEncoder Jan 30, 2025
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@vincent-4 @b8zhong