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Sebastian Raschka · 2026-04-18 제목번역

LLM 아키텍처를 이해하기 위한 내 워크플로우

My Workflow for Understanding LLM Architectures

A learning-oriented workflow for understanding new open-weight model releases

#machine-learning #deep-learning #llm-architecture #open-weight-models #workflow #model-understanding
Sebastian Raschka · 2026-03-22 제목번역

현대 LLM의 어텐션 변형 시각 가이드

A Visual Guide to Attention Variants in Modern LLMs

From MHA and GQA to MLA, sparse attention, and hybrid architectures

#large-language-models #machine-learning #transformer-architecture #sparse-attention #attention-mechanisms #group-query-attention
Sebastian Raschka · 2025-12-30 제목번역

LLM 연구논문: 2025년 목록 (7월~12월)

LLM Research Papers: The 2025 List (July to December)

In June, I shared a bonus article with my curated and bookmarked research paper lists to the paid subscribers who make this Substack possible.

#generative-ai #large-language-models #machine-learning #nlp #ai-research #research-papers
Sebastian Raschka · 2025-05-10 제목번역

바닥부터 배우는 LLM 코딩: 완전한 강의

Coding LLMs from the Ground Up: A Complete Course

Why build LLMs from scratch? It's probably the best and most efficient way to learn how LLMs really work. Plus, many readers have told me they had a lot of fun doing it.

#generative-ai #large-language-models #machine-learning #deep-learning #llm-development #ai-fundamentals
Sebastian Raschka · 2025-04-19 제목번역

LLM 추론을 위한 강화학습의 현황

The State of Reinforcement Learning for LLM Reasoning

Understanding GRPO and New Insights from Reasoning Model Papers

#language-models #reinforcement-learning #machine-learning #llm-reasoning #grpo #neural-networks

#machine-learning

LLM 아키텍처를 이해하기 위한 내 워크플로우

현대 LLM의 어텐션 변형 시각 가이드

LLM 연구논문: 2025년 목록 (7월~12월)

바닥부터 배우는 LLM 코딩: 완전한 강의

LLM 추론을 위한 강화학습의 현황