Get a weekly rundown of the latest AI models and research... subscribe! https://aimodels.substack.com/

Xlm Roberta Large

huggingface

๐Ÿคท

XLM-RoBERTa is a multilingual version of the RoBERTa model, which is pre-trained on a large corpus of text from 100 languages. It is trained using a masked language modeling (MLM) objective, where 15% of the words in a sentence are randomly masked and the model has to predict the masked words. This allows the model to learn a bidirectional representation of the sentence. The model can be used to extract features for downstream tasks such as classification or question answering. It can also be fine-tuned for specific tasks.

Use cases

XLM-RoBERTa has a wide range of use cases and practical applications for a technical audience. One possible use case is in natural language processing tasks where multilingual support is required. The model's ability to understand and represent text from 100 different languages makes it valuable for tasks such as machine translation, sentiment analysis, named entity recognition, and text classification. Another use case is in cross-lingual transfer learning, where the model can be fine-tuned on a specific task using labeled data from one language and then applied to other languages without the need for additional training. This can significantly reduce the amount of labeled data needed for each individual language. Furthermore, the model can be used for masked language modeling, allowing for the generation of text with missing words, which could be useful for text completion or language generation tasks. Overall, the versatility and multilingual capabilities of XLM-RoBERTa make it a powerful tool for a wide range of natural language processing applications.

fill-mask

Pricing

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

Creator Models

ModelCostRuns
Albert Xxlarge V1$?21,704
Albert Xxlarge V2$?39,863
Xlm Mlm Xnli15 1024$?68
Ctrl$?15,966
Bert Base German Cased$?114,492

Similar Models

Try it!

You can use this area to play around with demo applications that incorporate the Xlm Roberta Large 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
Creatorhuggingface
Model NameXlm Roberta Large
Description

XLM-RoBERTa model pre-trained on 2.5TB of filtered CommonCrawl data contain...

Read more ยป
Tagsfill-mask
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
Runs23,692,804
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-