Translation
Transformers
PyTorch
Safetensors
English
t5
text2text-generation
united states air force
united states space force
department of defense
dod
usaf
ussf
afi
air force
space force
bullets
performance reports
evaluations
awards
opr
epr
narratives
interpreter
mbzuai
lamini-flan-t5-783m
flan-t5
google
opera
justinthelaw
text-generation-inference
Inference Endpoints
justinthelaw
commited on
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Docs(README): Usage and disclaimer edits
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README.md
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# Opera Bullet Interpreter
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**_DISCLAIMER_**: Use of the model using Hugging Face's Inference API widget
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An unofficial United States Air Force and Space Force performance statement "translation" model. Takes a properly formatted performance statement, also known as a "bullet," as an input and outputs a long-form sentence, using plain english, describing the accomplishments captured within the bullet.
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This checkpoint is a fine-tuned version of the LaMini-Flan-T5-783M, using the justinthelaw/opera-bullet-completions (private) dataset.
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To learn more about this project, please visit the [Opera GitHub Repository](https://github.com/justinthelaw/opera).
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# Table of Contents
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# Uses
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**_DISCLAIMER_**: Use of the model using Hugging Face's Inference API widget, beside this card, on the Hugging Face website will produce poor results. Please see "[How to Get Started with the Model](#How-to-Get-Started-with-the-Model)" for more details on how to use this model properly.
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## Direct Use
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Used to programmatically produce training data for Opera's Bullet Forge (see GitHub repository for details).
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## Out-of-Scope Use
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Generating bullets from long-form, plain English sentences. General NLP functionality.
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# Bias, Risks, and Limitations
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# Opera Bullet Interpreter
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**_DISCLAIMER_**: Use of the model using Hugging Face's Inference API widget will produce cut-off results. Please see "[How to Get Started with the Model](#How-to-Get-Started-with-the-Model)" for more details on how to use this model properly.
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# Table of Contents
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# Uses
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## Direct Use
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Used to programmatically produce training data for Opera's Bullet Forge (see GitHub repository for details).
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## Out-of-Scope Use
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Use of the model using Hugging Face's Inference API widget will produce cut-off results. Please see "[How to Get Started with the Model](#How-to-Get-Started-with-the-Model)" for more details on how to use this model properly. This Hugging Face inference pipeline behavior may be refactored in the future.
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Generating bullets from long-form, plain English sentences. General NLP functionality.
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# Bias, Risks, and Limitations
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