Feature Extraction
Transformers
Safetensors
English
byrne_embed
sentence-embeddings
sentence-similarity
spikewhale
custom_code
Eval Results (legacy)
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)# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Quazim0t0/Byrne-Embed", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Upload README.md with huggingface_hub
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README: reflect self-contained trust_remote_code modeling file
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Convert to trust_remote_code AutoModel (fuse projection head; add modeling_byrne_embed.py)
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Complete MTEB(eng, v2): all 41 tasks, overall 50.79; final model-index + results
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Add MTEB(eng, v2) results (38/41), model-index + scores; last benchmarks coming soon
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Byrne-Embed: 85M sentence embedder distilled from EmbeddingGemma-300M
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initial commit
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