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README.md
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- [`jina-embeddings-v2-base-zh`](https://huggingface.co/jinaai/jina-embeddings-v2-base-zh): 161 million parameters Chinese-English Bilingual embeddings.
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- [`jina-embeddings-v2-base-de`](https://huggingface.co/jinaai/jina-embeddings-v2-base-de): 161 million parameters German-English Bilingual embeddings **(you are here)**.
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- _[`jina-embeddings-v2-base-es`](): Spanish-English Bilingual embeddings (soon)._
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- _Bilingual embedding models in other world languages (soon)._
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- _Multimodal-input embedding model (soon)._
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- _High-performing reranking model (soon)._
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## Data & Parameters
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```
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If you want to use the model together with the [sentence-transformers package](https://github.com/UKPLab/sentence-transformers/), make sure that you have installed the latest release and set `trust_remote_code=True` as well:
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```
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!pip install -U sentence-transformers
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from sentence_transformers import SentenceTransformer
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from numpy.linalg import norm
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cos_sim = lambda a,b: (a @ b.T) / (norm(a)*norm(b))
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model = SentenceTransformer('jinaai/jina-embeddings-v2-base-de', trust_remote_code=True)
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embeddings = model.encode(['How is the weather today?', 'Wie ist das Wetter heute?'])
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print(cos_sim(embeddings[0], embeddings[1]))
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```
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## Alternatives to Using Transformers Package
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1. _Managed SaaS_: Get started with a free key on Jina AI's [Embedding API](https://jina.ai/embeddings/).
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- [`jina-embeddings-v2-base-zh`](https://huggingface.co/jinaai/jina-embeddings-v2-base-zh): 161 million parameters Chinese-English Bilingual embeddings.
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- [`jina-embeddings-v2-base-de`](https://huggingface.co/jinaai/jina-embeddings-v2-base-de): 161 million parameters German-English Bilingual embeddings **(you are here)**.
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- _[`jina-embeddings-v2-base-es`](): Spanish-English Bilingual embeddings (soon)._
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## Data & Parameters
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```
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## Alternatives to Using Transformers Package
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1. _Managed SaaS_: Get started with a free key on Jina AI's [Embedding API](https://jina.ai/embeddings/).
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