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Biobert_huner_chemical_v1

aitslab

🐍

The biobert_huner_chemical_v1 model is a token classification model that has been fine-tuned on the Biomedical Named Entity Recognition (BioNER) task. It is specifically designed to identify and classify chemical entities in text. This model can be used to extract and classify chemical names, formulas, and other relevant information from text data in the biomedical domain.

Use cases

Some possible use cases for the biobert_huner_chemical_v1 model include biomedical research, drug discovery, and biomedical text mining. For biomedical research, this model could be used to automatically extract and classify chemical entities mentioned in scientific literature, allowing researchers to quickly analyze and categorize the chemicals being discussed. In drug discovery, this model could aid in the identification and classification of chemical compounds with potential therapeutic properties, helping to streamline the process of finding new drugs. In biomedical text mining, this model could be used to extract and categorize chemical names and formulas from large volumes of text, facilitating the analysis of trends and patterns in the biomedical field. Based on this model, some possible products or practical uses could include a chemical entity recognition tool for researchers, a drug discovery platform that automatically identifies and validates potential drug candidates, and a text mining tool for biomedical professionals to analyze and extract chemical information from scientific literature.

token-classification

Pricing

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

Creator Models

ModelCostRuns
Biobert_huner_cell_v1$?28
Biobert_huner_species_v1$?19
Biobert_huner_gene_v1$?2,160,822
Biobert_huner_disease_v1$?2,828,134

Similar Models

Try it!

You can use this area to play around with demo applications that incorporate the Biobert_huner_chemical_v1 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
Creatoraitslab
Model NameBiobert_huner_chemical_v1
Description
Platform did not provide a description for this model.
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
Runs3,846,991
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-