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Independent publisher

Justin Vincent

innerloop-dev

Models in Library1
Datasets in Library0
Models on Hugging Face2
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This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Published tasks: Feature extraction.

Reported licenses: apache-2.0. Open a record to review its specific license and conditions.

Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.

Models

Model · Feature extraction

mdbr-leaf-ir-coreml

Justin Vincent

This is MongoDB's mdbr-leaf-ir (revision 4262131b, Apache License 2.0), converted to Core ML by Innerloop for Breadcrumb's search and recall by meaning. All credit for the model goes to MongoDB. - leaf.mlmodelc: the compiled Core ML program, fp16 storage, macOS 14+. Input inputids (int32, shape [1, L], L one of 16, 32, 64, 128, 256, 512; pad with 0). Output embedding: the finished 768-float, unit-length vector. The model's own mean pooling, its 384-to-768 dense layer and its normalisation are inside the program. - vocab.txt: the model's own WordPiece vocabulary (BERT uncased), unchanged. - Queries take the prefix Represent this sentence for searching relevant passages:; documents take none.…

Open weights apache-2.0