facebookresearch/large_concept_model

Large Concept Models: Language modeling in a sentence representation space

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/ 100
Emerging

This project helps researchers and developers explore and train advanced language models that operate on "concepts" rather than raw words. It takes multi-lingual text or speech as input, converts it into abstract semantic representations (concepts), and then processes these concepts to predict subsequent sentences. This is useful for those working on cutting-edge language understanding and generation, especially across many languages.

2,341 stars. No commits in the last 6 months.

Use this if you are a researcher or advanced developer working on multi-lingual natural language processing and need to experiment with models that understand and generate text at a higher, more abstract semantic level than traditional word-based models.

Not ideal if you are looking for an out-of-the-box, end-user application for immediate text generation or analysis, or if you don't have experience with advanced machine learning model training and infrastructure.

natural-language-processing multi-lingual-ai semantic-understanding language-modeling ai-research
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 19 / 25

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Stars

2,341

Forks

208

Language

Python

License

MIT

Last pushed

Jan 29, 2025

Commits (30d)

0

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