Tech Blog | Featured Capital One Technology

Machine Learning

Serverless ML: Lessons from Capital One

Best practices for migrating an ML model to serverless for scalability and manageability.

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Enhancing LLM security with chain-of-thought fine-tuning

Fine-tuning and aligning chain-of-thought responses in LLMs for safer conversational AI.

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Zero-shot tabular prediction via adversarial transformer

Introducing APT, an adversarially pre-trained transformer achieving SOTA on small tabular tasks.

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Red teaming LLMs: an end-to-end safety overview

A survey covering attack methods, evaluation, metrics and tools for identifying and mitigating GenAI application vulnerabilities.

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An automatic method to estimate correctness of RAG

This method predicts the correctness of retrieval-augmented generation by analyzing uncertainty.

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Preference tuning with human feedback: a survey

A survey of recent advancements in aligning deep generative models with human preferences across language, speech and vision.

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RainbowPO: unified preference optimization

This new framework enhances preference optimization for better AI alignment with human values.

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