Aris Tsakpinis – Medium

Aris Tsakpinis

Aris Tsakpinis
in
Towards Data Science

A Deep Dive into Fine-Tuning

Stepping out of the “comfort zone” — part 3/3 of a deep-dive into domain adaptation approaches for LLMs

24 min read6 days ago

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A Deep Dive into Fine-Tuning

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Aris Tsakpinis
in
Towards Data Science

A Deep Dive into In-Context Learning

Stepping out of the “comfort zone” — part 2/3 of a deep-dive into domain adaptation approaches for LLMs

10 min readMay 31, 2024

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A Deep Dive into In-Context Learning

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Aris Tsakpinis
in
Towards Data Science

Introduction to Domain Adaptation- Motivation, Options, Tradeoffs

Stepping out of the “comfort zone” — part 1/3 of a deep-dive into domain adaptation approaches for LLMs

12 min readMay 28, 2024

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Introduction to Domain Adaptation- Motivation, Options, Tradeoffs

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Aris Tsakpinis

LLM domain adaptation using continued pre-training — Part 4/4

Exploring domain adaptation via continued pre-training for large language models (LLMs)? This 4-part series answers the most common…

8 min readMay 21, 2024

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LLM domain adaptation using continued pre-training — Part 4/4

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Aris Tsakpinis

LLM domain adaptation using continued pre-training — Part 2/4

Exploring domain adaptation via continued pre-training for large language models (LLMs)? This 4-part series answers the most common…

3 min readMay 21, 2024

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LLM domain adaptation using continued pre-training — Part 2/4

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Aris Tsakpinis
in
Towards Data Science

Leveraging qLoRA for Fine-Tuning of Task-Fine-Tuned Models Without Catastrophic Forgetting

Learn how to infuse knowledge into purpose-fine-tuned models while keeping their task-specific nature

11 min readSep 7, 2023

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Leveraging qLoRA for Fine-Tuning of Task-Fine-Tuned Models Without Catastrophic Forgetting

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Aris Tsakpinis

Measuring and improving UX metrics of LLM-powered chatbots: latency benchmarking with LangChain…

What is this about and why is this relevant?

9 min readAug 29, 2023

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Measuring and improving UX metrics of LLM-powered chatbots: latency benchmarking with LangChain…

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Aris Tsakpinis

Aris Tsakpinis

AWS AI/ML Specialist SA - PhD candidate for ML Engineering @ University of Regensburg — All opinions are my own

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