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Coconut: A Framework for Latent Reasoning in LLMs

Coconut: A Framework for Latent Reasoning in LLMs

by Dr. Owns | Aug 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Explaining Coconut (Training Large Language Models to Reason in a Continuous Latent Space) in simple terms The post Coconut: A Framework for Latent Reasoning in LLMs appeared first on Towards Data Science. ​Explaining Coconut (Training Large Language Models to Reason...
A Refined Training Recipe for Fine-Grained Visual Classification

A Refined Training Recipe for Fine-Grained Visual Classification

by Dr. Owns | Aug 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How FGVC aims to recognize images belonging to multiple subordinate categories of a super-category The post A Refined Training Recipe for Fine-Grained Visual Classification appeared first on Towards Data Science. ​How FGVC aims to recognize images belonging to...
Fine-Tune Your Topic Modeling Workflow with BERTopic

Fine-Tune Your Topic Modeling Workflow with BERTopic

by Dr. Owns | Aug 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn how to fine-tune BERTopic settings for more focused, reproducible, and interpretable results The post Fine-Tune Your Topic Modeling Workflow with BERTopic appeared first on Towards Data Science. ​Learn how to fine-tune BERTopic settings for more focused,...
Estimating from No Data: Deriving a Continuous Score from Categories

Estimating from No Data: Deriving a Continuous Score from Categories

by Dr. Owns | Aug 11, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A walk-through of and the maths behind using low-capacity networks to acquire fine-grained scoring when only categorical labelling is available for training. We use it to predict the severity of an infection on a scale based on information on just rough outcomes in...
Introducing Google’s LangExtract tool

Introducing Google’s LangExtract tool

by Dr. Owns | Aug 11, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Do RAG without doing RAG with this powerful new NLP and data extraction library The post Introducing Google’s LangExtract tool appeared first on Towards Data Science. ​Do RAG without doing RAG with this powerful new NLP and data extraction library The post Introducing...
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