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

Jun 3

A Deep Dive into Fine-Tuning

Jun 3

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

May 31

A Deep Dive into In-Context Learning

May 31

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

May 28

Introduction to Domain Adaptation- Motivation, Options, Tradeoffs

May 28

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…

May 21

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

May 21

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…

May 21

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

May 21

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

Sep 7, 2023

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

Sep 7, 2023

Aris Tsakpinis

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

What is this about and why is this relevant?

Aug 29, 2023

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

Aug 29, 2023

Aris Tsakpinis

Aris Tsakpinis

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

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