CoolFace
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david4096/apollo_sv-all-MiniLM-L6-v2_concat_gcn_h128_o64_cross_entropy_e128_knowledge-4

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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Model Card

apollosvall-MiniLM-L6-v2concatgcnh128o64crossentropye128knowledge

This is a knowledge-enhanced sentence transformer model created with on2vec.

Model Details

  • —Base Model: sentence-transformers/all-MiniLM-L6-v2
  • —Architecture: Knowledge-Enhanced Transformer (experimental)
  • —Knowledge Dim: 1024
  • —Max Concepts: 3
  • —Created with: on2vec knowledge-enhanced architecture

Usage

⚠️ Note: This is an experimental knowledge-enhanced model that requires special handling.

python
# This model cannot be loaded with standard SentenceTransformer.load()
# Contact the model creator for usage instructions

Architecture

This model uses a fundamentally different approach than standard fusion models:

  • —Token embeddings are enhanced with ontology knowledge during forward pass
  • —End-to-end training in unified representation space
  • —No separate lookup/fusion step

Generated by on2vec knowledge-enhanced transformer.