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big-truck-labs/all-mpnet-base-v2-coreml

sourceHugging Faceapache-2.0updated 4mo agoView on Hugging Face

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all-mpnet-base-v2 (CoreML)

CoreML conversion of sentence-transformers/all-mpnet-base-v2 for on-device inference on Apple platforms.

Model Details

—Base model: sentence-transformers/all-mpnet-base-v2
—Format: CoreML .mlpackage
—Embedding dimensions: 768
—Max sequence length: 128 tokens
—Size: ~208 MB (weights)

Files

mlpackage/                  # CoreML model package
  Manifest.json
  Data/com.apple.CoreML/
    model.mlmodel           # Model architecture
    weights/weight.bin      # Model weights (~208 MB)
tokenizer/                  # Tokenizer files
  tokenizer.json
  tokenizer_config.json

Usage

This model is designed for use with Apple's CoreML framework on macOS/iOS. Load the .mlpackage directory using MLModel or compile it to .mlmodelc for faster loading.

License

Apache 2.0 (same as the base model).