Finetuning Large Language Models (magazine.sebastianraschka.com)

Screenshot of magazine.sebastianraschka.com: Finetuning Large Language Models

First screen, captured 3 years ago.

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Screenshot of magazine.sebastianraschka.com: Understanding large language models: A cross-section of the relevant literature

Understanding large language models: A cross-section of the relevant literature (magazine.sebastianraschka.com)

255 points by headalgorithm 3 years ago | 25 comments

Screenshot of magazine.sebastianraschka.com: Why the original transformer figure is wrong, and some other tidbits about LLMs

Why the original transformer figure is wrong, and some other tidbits about LLMs (magazine.sebastianraschka.com)

205 points by rasbt 3 years ago | 45 comments

Screenshot of magazine.sebastianraschka.com: Language models for text classification: From bag-of-words to Jev

Language models for text classification: From bag-of-words to Jev (magazine.sebastianraschka.com)

181 points by Anon84 27 days ago | 9 comments

Sebastian Raschka's Ahead of AI newsletter post giving a visual guide to text classification, from bag-of-words through RNNs, CNNs, and transformers to Jev-like APIs and calibration.

text-classification language-models transformers bag-of-words

Screenshot of magazine.sebastianraschka.com: Coding Self-Attention, Multi-Head Attention, Cross-Attention, Causal-Attention

Coding Self-Attention, Multi-Head Attention, Cross-Attention, Causal-Attention (magazine.sebastianraschka.com)

102 points by rasbt 2 years ago | 7 comments

Screenshot of magazine.sebastianraschka.com: Understanding Reasoning LLMs

Understanding Reasoning LLMs (magazine.sebastianraschka.com)

442 points by sebg 1 year ago | 163 comments

Sebastian Raschka's Ahead of AI newsletter article explaining the four main approaches to building and refining reasoning LLMs.

reasoning-models llm inference-time-scaling reinforcement-learning

Screenshot of magazine.sebastianraschka.com: Understanding Llama 2 and the New Code Llama LLMs

Understanding Llama 2 and the New Code Llama LLMs (magazine.sebastianraschka.com)

135 points by rasbt 3 years ago | 25 comments

Looks similar

Understanding large language models: A cross-section of the relevant literature(magazine.sebastianraschka.com)

Why the original transformer figure is wrong, and some other tidbits about LLMs(magazine.sebastianraschka.com)

Language models for text classification: From bag-of-words to Jev(magazine.sebastianraschka.com)

Coding Self-Attention, Multi-Head Attention, Cross-Attention, Causal-Attention(magazine.sebastianraschka.com)

Understanding Reasoning LLMs(magazine.sebastianraschka.com)

Understanding Llama 2 and the New Code Llama LLMs(magazine.sebastianraschka.com)