Sentence Similarity
sentence-transformers
Safetensors
English
Chinese
multilingual
qwen3
feature-extraction
embedding
text-embedding
retrieval
text-embeddings-inference
Instructions to use Octen/Octen-Embedding-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Octen/Octen-Embedding-4B with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Octen/Octen-Embedding-4B") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Update README: migrate from bflhc to Octen organization and update citation
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README.md
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## Paper
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For more details, please refer to our blog post: [Octen
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## Citation
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```bibtex
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@misc{octen2025rteb,
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title={Octen
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author={Octen Team},
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year={2025},
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url={https://octen-team.github.io/octen_blog/posts/octen-rteb-first-place/}
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## Paper
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For more details, please refer to our blog post: [Octen Series: Optimizing Embedding Models to #1 on RTEB Leaderboard](https://octen-team.github.io/octen_blog/posts/octen-rteb-first-place/)
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## Citation
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```bibtex
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@misc{octen2025rteb,
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title={Octen Series: Optimizing Embedding Models to #1 on RTEB Leaderboard},
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author={Octen Team},
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year={2025},
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url={https://octen-team.github.io/octen_blog/posts/octen-rteb-first-place/}
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