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Quazim0t0
/
Byrne-Embed

Feature Extraction
Transformers
Safetensors
English
byrne_embed
sentence-embeddings
sentence-similarity
spikewhale
custom_code
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use Quazim0t0/Byrne-Embed with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Quazim0t0/Byrne-Embed with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="Quazim0t0/Byrne-Embed", trust_remote_code=True)
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("Quazim0t0/Byrne-Embed", trust_remote_code=True, dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
Byrne-Embed
396 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 18 commits
Quazim0t0's picture
Quazim0t0
Upload README.md with huggingface_hub
6d4e419 verified 8 days ago
  • __pycache__
    Add MTEB(eng, v2) results (38/41), model-index + scores; last benchmarks coming soon 11 days ago
  • mteb_results
    Complete MTEB(eng, v2): all 41 tasks, overall 50.79; final model-index + results 11 days ago
  • .gitattributes
    1.57 kB
    Upload Byrne-LLMs.png with huggingface_hub 8 days ago
  • Byrne-LLMs.png
    2.97 MB
    xet
    Upload Byrne-LLMs.png with huggingface_hub 8 days ago
  • README.md
    16.9 kB
    Upload README.md with huggingface_hub 8 days ago
  • config.json
    1.98 kB
    Convert to trust_remote_code AutoModel (fuse projection head; add modeling_byrne_embed.py) 10 days ago
  • model.safetensors
    392 MB
    xet
    Convert to trust_remote_code AutoModel (fuse projection head; add modeling_byrne_embed.py) 10 days ago
  • modeling_byrne_embed.py
    46.7 kB
    Make modeling file self-contained (inline arch) for trust_remote_code 10 days ago
  • spike_tokenizer.py
    5.4 kB
    Byrne-Embed: 85M sentence embedder distilled from EmbeddingGemma-300M 12 days ago
  • tokenizer.json
    263 kB
    Byrne-Embed: 85M sentence embedder distilled from EmbeddingGemma-300M 12 days ago
  • tokenizer_config.json
    4.23 kB
    Convert to trust_remote_code AutoModel (fuse projection head; add modeling_byrne_embed.py) 10 days ago