Simple Notes: Is the new wave of reasoning models actually "smarter," or are they just better at guessing? Reinforcement learning algorithms are the key driving force for training reasoning LLMs (e.g., DeepSeek-R1, Google's Gemini pro ...

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This documentation provides supplementary materials for Sebastian Raschka's book, "Build a Reasoning Model (From Scratch). Is the new wave of reasoning models actually "smarter," or are they just better at guessing?

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Reinforcement learning algorithms are the key driving force for training reasoning LLMs (e.g., DeepSeek-R1, Google's Gemini pro ...

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  • Is the new wave of reasoning models actually "smarter," or are they just better at guessing?
  • This documentation provides supplementary materials for Sebastian Raschka's book, "Build a Reasoning Model (From Scratch).
  • Reinforcement learning algorithms are the key driving force for training reasoning LLMs (e.g., DeepSeek-R1, Google's Gemini pro ...

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A Deep Dive into GRPO

A Deep Dive into GRPO

This documentation provides supplementary materials for Sebastian Raschka's book, "Build a Reasoning Model (From Scratch).

[Podcast] A Deep Dive into GRPO

[Podcast] A Deep Dive into GRPO

This documentation provides supplementary materials for Sebastian Raschka's book, "Build a Reasoning Model (From Scratch).

DeepSeek's GRPO (Group Relative Policy Optimization) | Reinforcement Learning for LLMs

DeepSeek's GRPO (Group Relative Policy Optimization) | Reinforcement Learning for LLMs

Read more details and related context about DeepSeek's GRPO (Group Relative Policy Optimization) | Reinforcement Learning for LLMs.

[GRPO Explained] DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

[GRPO Explained] DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Read more details and related context about [GRPO Explained] DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Exploring "Understanding R1-Zero-Like Training (Dr. GRPO)" | Deep Learning Study Session

Exploring "Understanding R1-Zero-Like Training (Dr. GRPO)" | Deep Learning Study Session

Read more details and related context about Exploring "Understanding R1-Zero-Like Training (Dr. GRPO)" | Deep Learning Study Session.

How LLMs Learn to Reason [GRPO]

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Reinforcement learning algorithms are the key driving force for training reasoning LLMs (e.g., DeepSeek-R1, Google's Gemini pro ...

The ONLY DeepSeek GRPO/PPO video you'll EVER need (with examples and exercises) | RL Foundations

The ONLY DeepSeek GRPO/PPO video you'll EVER need (with examples and exercises) | RL Foundations

Read more details and related context about The ONLY DeepSeek GRPO/PPO video you'll EVER need (with examples and exercises) | RL Foundations.

Proximal Policy Optimization (PPO) & Group Relative Policy Optimization (GRPO) | Paper Explained

Proximal Policy Optimization (PPO) & Group Relative Policy Optimization (GRPO) | Paper Explained

Read more details and related context about Proximal Policy Optimization (PPO) & Group Relative Policy Optimization (GRPO) | Paper Explained.

How R1 and GRPO Work (Deep Technical Dive into DeepSeeks Models)

How R1 and GRPO Work (Deep Technical Dive into DeepSeeks Models)

Read more details and related context about How R1 and GRPO Work (Deep Technical Dive into DeepSeeks Models).

Deep Dive: RLVR, GRPO & The End of Spurious AI Logic

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Is the new wave of reasoning models actually "smarter," or are they just better at guessing?