Michał Oleszak – Medium

Michał Oleszak

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Self-Supervised Learning in Computer Vision

How to train models with only a few labeled examples

Jan 29, 2023

Self-Supervised Learning in Computer Vision

Jan 29, 2023

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Designing RAGs

A guide to Retrieval-Augmented Generation design choices.

Mar 14, 2024

Designing RAGs

Mar 14, 2024

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Evaluating Large Language Models

How do you know how good your LLM is? A complete guide.

Jan 14, 2024

Evaluating Large Language Models

Jan 14, 2024

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Debugging and Improving RAG Pipelines

Using Root Cause Analysis to Detect and Fix Failures in LLM Applications

Nov 3

Debugging and Improving RAG Pipelines

Nov 3

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Why Prompt Injection Still Works

And How to Catch It Before It’s Too Late

Aug 10

Why Prompt Injection Still Works

Aug 10

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Transformers Key-Value (KV) Caching Explained

Speed up your LLM inference

Dec 11, 2024

Transformers Key-Value (KV) Caching Explained

Dec 11, 2024

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Reinforcement Learning from Human Feedback (RLHF) for LLMs

An ultimate guide to the crucial technique behind Large Language Models

Sep 23, 2024

Reinforcement Learning from Human Feedback (RLHF) for LLMs

Sep 23, 2024

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Adversarial Machine Learning: Defense Strategies

Know thine enemy and protect your machine learning systems.

Jul 19, 2024

Adversarial Machine Learning: Defense Strategies

Jul 19, 2024

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Zero-Shot and Few-Shot Learning with LLMs

Guidelines for optimal use.

Apr 18, 2024

Zero-Shot and Few-Shot Learning with LLMs

Apr 18, 2024

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Detecting Concept Shift: Impact on Machine Learning Performance

When should I retrain my model?

Jan 16, 2024

Detecting Concept Shift: Impact on Machine Learning Performance

Jan 16, 2024

Michał Oleszak

Michał Oleszak

Lead ML Engineer | Top Writer in AI & Statistics | michaloleszak.com | Book 1:1 @ stan.store/michaloleszak

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