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Do you provide an interface to assess the importance of the model? I can't find any imformation about this from README. Should I calculate the cosine similarity of input and output by myself?
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I'm getting different embeddings from GritLM depending on whether I pass the queries to encode in an array of strings or one at a time. The L2 norm for one of the queries is 0.015 which seems too larg…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
```
vector_store = ChromaVectorStore(chroma_collection=chroma_collection)
storage_con…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
What is the meaning of the "score" parameter within the NodeWithScore object?
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Hi,
Thank you for your impressive work! I have a few questions regarding the code implementation.
After reviewing the code, I noticed that in `attn2.py`, the attention weight for multiplying the…
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Fix all the Scrapers to retrieve correctly the images from the APIs and compute the embeddings with DINOv2, use the most similar with cosine similarity. Could be good to add a similarity_threshold or …
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I have been observing low cosine similarity scores for InternVideo2 video embeddings compared to relevant text caption embeddings. In some cases, the scores are even negative. I am not sure if I am mi…
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### Describe your feature request
Create this new modified cosine similarity and the related distance metric.
m = mean vector of the collection vectors.
c = a particular collection vector
q = th…
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Hi, I am trying to experience different losses. I Have implement a face similarity loss and disabled all of other losses. But The loss almost does not changed (%1 decreased). At my method, I am lookin…
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I'd like to be able to search prompts by similarity. I was thinking of computing a vector of each prompt, and then calculating the cosine similarity. Unfortunately I don't have a good idea of how to…