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The State of Reinforcement Learning for LLM Reasoning
Understanding GRPO and New Insights from Reasoning Model Papers
Apr 19
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Sebastian Raschka, PhD
350
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The State of Reinforcement Learning for LLM Reasoning
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27
March 2025
First Look at Reasoning From Scratch: Chapter 1
Welcome to the next stage of large language models (LLMs): reasoning. LLMs have transformed how we process and generate text, but their success has been…
Mar 29
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Sebastian Raschka, PhD
45
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First Look at Reasoning From Scratch: Chapter 1
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The State of LLM Reasoning Model Inference
Inference-Time Compute Scaling Methods to Improve Reasoning Models
Mar 8
•
Sebastian Raschka, PhD
360
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The State of LLM Reasoning Model Inference
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9
February 2025
Understanding Reasoning LLMs
Methods and Strategies for Building and Refining Reasoning Models
Feb 5
•
Sebastian Raschka, PhD
911
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Understanding Reasoning LLMs
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36
January 2025
Noteworthy AI Research Papers of 2024 (Part Two)
Six influential AI papers from July to December
Jan 15
•
Sebastian Raschka, PhD
165
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Noteworthy AI Research Papers of 2024 (Part Two)
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December 2024
Noteworthy AI Research Papers of 2024 (Part One)
Six influential AI papers from January to June
Dec 31, 2024
•
Sebastian Raschka, PhD
342
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Noteworthy AI Research Papers of 2024 (Part One)
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28
LLM Research Papers: The 2024 List
A curated list of interesting LLM-related research papers from 2024, shared for those looking for something to read over the holidays.
Dec 8, 2024
•
Sebastian Raschka, PhD
292
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LLM Research Papers: The 2024 List
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28
November 2024
Understanding Multimodal LLMs
An introduction to the main techniques and latest models
Nov 3, 2024
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Sebastian Raschka, PhD
463
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Understanding Multimodal LLMs
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51
September 2024
Building A GPT-Style LLM Classifier From Scratch
Finetuning a GPT Model for Spam Classification
Sep 21, 2024
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Sebastian Raschka, PhD
175
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Building A GPT-Style LLM Classifier From Scratch
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12
August 2024
Building LLMs from the Ground Up: A 3-hour Coding Workshop
If your weekend plans include catching up on AI developments and understanding Large Language Models (LLMs), I've prepared a 1-hour presentation on the…
Aug 31, 2024
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Sebastian Raschka, PhD
401
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Building LLMs from the Ground Up: A 3-hour Coding Workshop
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15
New LLM Pre-training and Post-training Paradigms
A Look at How Moderns LLMs Are Trained
Aug 17, 2024
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Sebastian Raschka, PhD
307
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New LLM Pre-training and Post-training Paradigms
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28
July 2024
Instruction Pretraining LLMs
The Latest Research in Instruction Finetuning
Jul 20, 2024
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Sebastian Raschka, PhD
178
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Instruction Pretraining LLMs
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17
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