DeepSeek R1 vs OpenAI The REAL Battle Begins!

Описание: DeepSeek R1 is rewriting the rules of AI training—faster, cheaper, and more transparent than ever before. In this in-depth video, Richard Walker from Lucidate takes you behind the scenes to explore how DeepSeek’s revolutionary GRPO (Group Relative Policy Optimization) is democratizing AI training. Learn how this breakthrough methodology is enabling financial institutions, startups, and corporations to build secure, in-house LLMs without the astronomical costs that once reserved cutting-edge AI for big tech giants.

Link to word embeddings video:    • ChatGPT - Semantics: Transformers & NLP 2  
Link to transformers playlist:    • Transformers & NLP  
Attention is all you need transformers video:    • Attention is all you need explained  

What You’ll Discover:

🔍 Foundations of AI:

Understand word embeddings, attention mechanisms, and next-word prediction—the building blocks of advanced language models.
See how AI represents language as vectors, unlocking semantic relationships (think “king - man + woman = queen”).
🚀 The DeepSeek-R1 Revolution:

Dive into the limitations of traditional PPO (Proximal Policy Optimization) and why DeepSeek’s GRPO is a game-changer.
Explore how GRPO slashes training costs from over $100M to just low millions by eliminating the need for a resource-heavy critic model.
Learn how group-based advantage signals help refine AI outputs more efficiently and securely.
💡 Real-World Impact:

Discover why open-source transparency and cost reduction are critical for industries like finance, healthcare, and law.
Get insights into how this breakthrough enables firms to maintain data privacy and build their own dedicated LLMs.
🎥 What’s Next:

A sneak peek into upcoming videos:
• A sports coaching analogy comparing GRPO vs. PPO
• A deep dive into ensemble methods like AdaBoost and Random Forests
• An analysis of market reactions from major companies like Meta, Alphabet, and Microsoft

Don’t miss this opportunity to get ahead in the AI revolution. If you’re passionate about cutting-edge AI, open-source innovation, and the future of language models, hit Subscribe, click the Notification Bell, and like this video to stay updated!

#DeepSeekR1 #GRPO #AITraining #LLM #ReinforcementLearning #OpenSourceAI #AIInnovation

https://github.com/deepseek-ai