Stamatis Karlos

stkarlos

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https://amulet.csd.auth.gr/

AI & ML interests

Semi-supervised Learning Active Learning Ensemble models

Organizations

None yet

upvoted an article about 1 year ago

Article

Provence: efficient and robust context pruning for retrieval-augmented generation

nadiinchi

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Jan 28, 2025

• 26

upvoted a collection about 1 year ago

GoLLIE

We present GoLLIE, a Large Language Model trained to follow annotation guidelines that outperforms previous approaches on zero-shot IE. • 4 items • Updated Jun 25 • 22

upvoted 2 articles over 1 year ago

Article

An Introduction to AI Model Optimization Techniques

PrunaAI

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Apr 18, 2025

• 30

Article

🦙⚗️ Using Llama3 and distilabel to build fine-tuning datasets

dvilasuero

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Jun 4, 2024

• 79

upvoted a paper over 1 year ago

Personalized Graph-Based Retrieval for Large Language Models

Paper • 2501.02157 • Published Jan 4, 2025 • 32