sentence-transformers
English
embeddings
hyperbolic-geometry
poincare-ball
21-dimensional
scbe-aethermoore
sacred-tongues
Instructions to use issdandavis/phdm-21d-embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use issdandavis/phdm-21d-embedding with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("issdandavis/phdm-21d-embedding") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
Commit History
Add training artifact growth_monitor_report.json for 20260401T075008Z (loop 10/10) bb94823 verified
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Add training artifact hf_training_metrics.json for 20260401T075008Z (loop 10/10) 2683db0 verified
Update model card with current 21D manifold spec and Sacred Tongues dedddbd verified
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Update model card: professional description, links, usage examples, and discoverability tags 8506dab verified
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Enhance model card: add pipeline_tag, base_model, library_name, and comprehensive documentation 413502a verified
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feat: add training requirements file 5492e0a verified
feat: add PHDM training script with sentence-transformers 0ebfdb5 verified
feat: add markdown export to jsonl dataset pipeline 15611e8
issdandavis commited on
feat: add hugging face datasets setup tooling f47473f
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