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### Do you need to file an issue?
- [x] I have searched the existing issues and this bug is not already filed.
- [x] My model is hosted on OpenAI or Azure. If not, please look at the "model providers…
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Hello,
Could you clarify how the target matrix for embedding learning is defined and used?
Namely, in the paper, it is stated that (paraphrased):
> The projection layers are learned to maximiz…
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- Word2vec
- GloVe: Global Vectors for Word Representation - https://nlp.stanford.edu/projects/glove/
Find out on google - `text similarity python`
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Add built in functions to compare texts in popular algorithms:
- Jaro
- Jaro-Winkler
- Levenshtein
- Damerau-Levenshtein
- Hamming Distance (simple i know)
- Cosine Similarity
- ....
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用的示例代码
```
from FlagEmbedding import FlagAutoModel
import argparse
import json
import random
import numpy as np
import faiss
from tqdm import tqdm
from FlagEmbedding import FlagModel
if …
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- While the Latex env is not fully set, we'll write our thoughts here for now
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- `ViperGPT` is a framework that leverages the pre-trained vision language models (`GLIP` for image object ground…
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### Describe the bug
When I track requests using instrumentor - there is no model response in langfuse.
### To reproduce
```
...
self.instrumentor = LlamaIndexInstrumentor()
self.instrumentor.st…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
```
vector_store = OpensearchVectorStore(client)
embedding_model = HuggingFaceEmbedd…
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Thank you for your excellent work. I have some confusion regarding the evaluation as follows:
In the paper, it is mentioned that pre-trained CLIP can be applied to downstream VQA tasks. For close-e…
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Thanks for such beautiful work！
In the past, the similarity between video and text was usually calculating the similarity between each frame and text using text-image CLIP, and then take the average.…