Feature Extraction
sentence-transformers
PyTorch
Transformers
Chinese
bert
sentence-similarity
text-embeddings-inference
Instructions to use BAAI/bge-large-zh-v1.5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use BAAI/bge-large-zh-v1.5 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("BAAI/bge-large-zh-v1.5") 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] - Transformers
How to use BAAI/bge-large-zh-v1.5 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="BAAI/bge-large-zh-v1.5")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("BAAI/bge-large-zh-v1.5") model = AutoModel.from_pretrained("BAAI/bge-large-zh-v1.5", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Add tags for finding this model more easily (#15)
Browse files- Add tags for finding this model more easily (61ea4c84db01894b9675dad36b77c15eeed0b9b9)
Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>
README.md
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license: mit
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language:
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- zh
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```
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## License
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FlagEmbedding is licensed under the [MIT License](https://github.com/FlagOpen/FlagEmbedding/blob/master/LICENSE). The released models can be used for commercial purposes free of charge.
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license: mit
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language:
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- zh
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tags:
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- sentence-transformers
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- feature-extraction
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- sentence-similarity
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- transformers
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---
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```
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## License
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FlagEmbedding is licensed under the [MIT License](https://github.com/FlagOpen/FlagEmbedding/blob/master/LICENSE). The released models can be used for commercial purposes free of charge.
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