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Small

funnel-transformer

🤔

The model is a feature extractor specifically trained on the text that aims to convert text into a fixed-length vector representation. It can be used to understand and analyze the underlying features of text data, which can then be used for various downstream tasks such as text classification, clustering, and similarity analysis. The model is trained to capture important semantic and contextual information from the text, enabling better representation and understanding of the underlying meaning.

Use cases

Some possible use cases for this AI model include sentiment analysis, topic detection, text summarization, and recommendation systems. With its ability to extract meaningful features from text, the model can be used to analyze the sentiment of a text document, determine the main topic or theme of a piece of writing, generate concise summaries of long texts, and make personalized recommendations based on users' interests and preferences. By understanding the underlying features of text data, businesses can enhance their customer experience, improve search functionality, and tailor their content to specific user needs. Possible products or practical uses of this model could include a sentiment analysis tool for gauging public opinion on social media, a content recommendation engine for suggesting relevant articles or products, and a news summarization service for providing condensed versions of news articles.

feature-extraction

Pricing

Cost per run
$-
USD
Avg run time
-
Seconds
Hardware
-
Prediction

Creator Models

ModelCostRuns
Medium Base$?39
Large Base$?24
Large$?126
Xlarge$?706
Intermediate$?30

Similar Models

Try it!

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

Overview

Summary of this model and related resources.

PropertyValue
Creatorfunnel-transformer
Model NameSmall
Description
Platform did not provide a description for this model.
Tagsfeature-extraction
Model LinkView on HuggingFace
API SpecView on HuggingFace
Github LinkNo Github link provided
Paper LinkNo paper link provided

Popularity

How popular is this model, by number of runs? How popular is the creator, by the sum of all their runs?

PropertyValue
Runs9,027
Model Rank
Creator Rank

Cost

How much does it cost to run this model? How long, on average, does it take to complete a run?

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