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Bge Large En V1.5

nateraw

💬

The bge-large-en-v1.5 is a model developed by BAAI (Beijing Academy of Artificial Intelligence). It is used for embedding text sequences, which involves transforming text into numerical representations. By taking in sequences of text as input, it outputs a corresponding array of numerical values (embeddings). The model accepts inputs such as "path", "texts", "batch_size", "convert_to_numpy", and "normalize_embeddings". These inputs allow for batch processing, conversion to numpy arrays, and normalization of embeddings (making all values have a mean of 0 and a standard deviation of 1). This model is beneficial for tasks such as text analysis, machine learning, and natural language processing.

Use cases

The bge-large-en-v1.5 AI model by BAAI is designed for embedding text sequences, converting textual data into meaningful numerical representations. This can prove useful in a range of applications where understanding and analysis of text data is required. For instance, it could be applied in natural language processing tasks such as sentiment analysis, text classification, and information retrieval. By transforming language into machine-readable format, the model opens up possibilities for improving search engine algorithms, developing sophisticated chatbots and recommendation systems, and creating tools for automatic text summarization. The model could also be utilized in social listening tools, providing insightful analysis of social media comments or reviews by identifying key themes, sentiments, or trends. Moreover, in academic research or legal fields, the model might assist in comparing, contrasting, and analyzing vast text bodies efficiently.

Pricing

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Creator Models

ModelCostRuns
Causallm 14b$?935
Stablecode Completion Alpha 3b 4k$?154
Yi 6b$?48
Salmonn$?1,814
Yi 34b$?102

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You can use this area to play around with demo applications that incorporate the Bge Large En V1.5 model. These demos are maintained and hosted externally by third-party creators. If you see an error, message me on Twitter.

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Overview

Summary of this model and related resources.

PropertyValue
Creatornateraw
Model NameBge Large En V1.5
Description
BAAI's bge-en-large-v1.5 for embedding text sequences
Tags
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv

Popularity

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PropertyValue
Runs179,977
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Creator Rank

Cost

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PropertyValue
Cost per Run$-
Prediction Hardware-
Average Completion Time-