Tner Xlm Roberta Large All English

asahi417

tner-xlm-roberta-large-all-english

The tner-xlm-roberta-large-all-english model is a token classification model that has been fine-tuned on Named Entity Recognition (NER) tasks using the XLM-RoBERTa architecture. It is designed to identify and classify named entities in English text.

Use cases

This AI model can be used in a variety of applications where named entity recognition is required. It can be used to extract and classify entities such as names of people, organizations, locations, dates, and more from unstructured text data. This can be valuable in natural language processing tasks such as information extraction, sentiment analysis, text summarization, and question answering systems. The model can also be used in data mining applications where large amounts of textual data need to be processed and analyzed. Possible products or practical uses of this model include automated content tagging systems, chatbot applications with entity recognition capabilities, intelligent search engines that understand specific entities, and document management systems that automatically extract relevant information from documents.

token-classification

Pricing

Cost per run
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Avg run time
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Hardware
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Prediction

Creator Models

ModelCostRuns
Tner Roberta Large Tweet 2020$?15
Tner Roberta Large Tweet St 2020$?11
Tner Xlm Roberta Base All English$?58
Tner Xlm Roberta Base Uncased Ontonotes5$?412
Tner Xlm Roberta Large Multiconer Multi$?18

Similar Models

Try it!

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

Currently, there are no demos available for this model.

Overview

Summary of this model and related resources.

PropertyValue
Creatorasahi417
Model NameTner Xlm Roberta Large All English
Description

XLM-RoBERTa for NER XLM-RoBERTa finetuned on NER. Check mor...

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Tagstoken-classification
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
Runs6,557
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-