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@@ -162,6 +162,8 @@ pip install torch transformers einops git+https://github.com/nomic-ai/megablocks
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  For queries/questions, please use `search_query: ` and `search_document: ` for the corresponding document
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  **Transformers**
 
 
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  If using Transformers, **make sure to prepend the task instruction prefix**
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  ```python
@@ -188,7 +190,9 @@ embeddings = F.normalize(embeddings, p=2, dim=1)
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  ```
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  **SentenceTransformers**
 
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  With SentenceTransformers, you can specify the prompt_name (query or passage)
 
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  ```python
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  from sentence_transformers import SentenceTransformer
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  For queries/questions, please use `search_query: ` and `search_document: ` for the corresponding document
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  **Transformers**
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  If using Transformers, **make sure to prepend the task instruction prefix**
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  ```python
 
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  ```
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  **SentenceTransformers**
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  With SentenceTransformers, you can specify the prompt_name (query or passage)
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  ```python
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  from sentence_transformers import SentenceTransformer
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