<![CDATA[Stories by Viktorciroski on Medium]]> https://medium.com/@viktorciroski?source=rss-159c6c689d8e------2 https://cdn-images-1.medium.com/fit/c/150/150/1*lL2URjPNyR6Df18-svJz1Q.jpeg Stories by Viktorciroski on Medium https://medium.com/@viktorciroski?source=rss-159c6c689d8e------2 Medium Sat, 14 Nov 2026 01:56:20 GMT <![CDATA[How AI Can Help Tutors]]>

When I tutor, I’ve noticed that one of the biggest chunks of my time isn’t spent explaining new concepts, it’s reviewing student work.

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]]> https://medium.com/@viktorciroski/how-ai-can-help-tutors-3aa6a0d3dcd3?source=rss-159c6c689d8e------2 https://medium.com/p/3aa6a0d3dcd3 Thu, 20 Mar 2025 00:42:25 GMT 2025-03-20T00:42:25.316Z <![CDATA[Time to Think: Can Reflection Close the Gap Between GPT-4 Turbo and the $200 o1 Model?]]>

AI models are evolving fast. OpenAI’s new o1 model has generated a lot of excitement for its performance improvements, but the $200/month…

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]]> https://medium.com/@viktorciroski/time-to-think-can-reflection-close-the-gap-between-gpt-4-turbo-and-the-200-o1-model-6acb036d7b22?source=rss-159c6c689d8e------2 https://medium.com/p/6acb036d7b22 Tue, 17 Dec 2024 15:58:58 GMT 2024-12-17T15:58:58.629Z <![CDATA[Understanding Skill Erosion: A Silent Threat to Professional Growth]]>

In the fast-evolving landscape of work and technology, skills are the currency of relevance and progress. Yet, there exists a phenomenon…

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]]> https://medium.com/@viktorciroski/understanding-skill-erosion-a-silent-threat-to-professional-growth-0ed1da7a736d?source=rss-159c6c689d8e------2 https://medium.com/p/0ed1da7a736d Tue, 10 Dec 2024 20:32:56 GMT 2024-12-10T20:32:56.700Z <![CDATA[Fine-Tuning Llama2 with Ludwig and QLoRA: A Comprehensive Guide for Beginners]]>

Exploring the Integration of Ludwig and QLoRA for Efficient Question Answering Model Training

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]]> https://medium.com/@viktorciroski/fine-tuning-llama2-with-ludwig-and-qlora-a-comprehensive-guide-for-beginners-1066725b9243?source=rss-159c6c689d8e------2 https://medium.com/p/1066725b9243 Sun, 28 Jan 2024 16:39:56 GMT 2024-01-28T16:42:08.751Z <![CDATA[Optimizing Language Model Training: A Practical Guide to SLURM]]>

In the dynamic world of deep learning, pushing the boundaries of language models often bumps into the memory limits of individual GPUs…

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]]> https://medium.com/@viktorciroski/optimizing-language-model-training-a-practical-guide-to-slurm-a6621d3c1bf2?source=rss-159c6c689d8e------2 https://medium.com/p/a6621d3c1bf2 Mon, 20 Nov 2023 03:23:20 GMT 2023-11-20T03:33:45.193Z