introducing Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs https://
arxiv.org/pdf/2412.21187
LLMS
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Do Not Overthink: o1-Like LLMs Reasoning Optimization
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Metadata Conditioning Accelerates Language Model Pre-training
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Metadata Conditioning Accelerates Language Model Pre-training Tianyu Gao Alexander Wettig Luxi He Yihe Dong Sadhika Malladi Danqi Chen Princeton Language and Intelligence, Princeton University https://
arxiv.org/pdf/2501.01956
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ChatGPT Prompts for Smart Investing and Portfolio Building
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ChatGPT Prompts for Investing Navigate investing with AI assistance Simplifies financial decision-making • Analyze market trends
• Build smart portfolios
• Make informed investments Read more: https://
buff.ly/4ag9PCH -

Generative AI on Google Cloud with LangChain and Python
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"Generative AI on Google Cloud with #LangChain — Design scalable #GenerativeAI solutions with #Python, LangChain, and Vertex AI on Google Cloud" Now available here: http://
amzn.to/4frbkPA v/ @PacktPublishing #DataScience #DataScientist #ML #AI #GenAI #GCP -
ChatLLM Teams: Interact with Multiple Data Modalities Using AI
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Interact with many data modalities (PDF/text, images, dashboards,…) using @AbacusAI ChatLLM Teams. This video highlights DataLLM, which allows you to chat with (ask questions to) your data! Sign up for FREE TRIAL here: https://t.co/ATIFqtJ0Di
— Kirk Borne (@KirkDBorne) 8 janvier 2025
———#LLMs #GenAI #AI #GenerativeAI pic.twitter.com/XdwXFaigyUInteract with many data modalities (PDF/text, images, dashboards,…) using @AbacusAI ChatLLM Teams. This video highlights DataLLM, which allows you to chat with (ask questions to) your data! Sign up for FREE TRIAL here: http://
chatllm.abacus.ai/?token=kirk
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#LLMs #GenAI #AI #GenerativeAI -
Build Long-Context AI Apps with Jamba: SSMs and Transformers
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New short course: Build Long-Context AI Apps with Jamba. Learn about state space models (SSMs), which have emerged as an alternative to transformers! Specifically, Jamba is a hybrid transformer-Mamba architecture that combines strengths of the transformer with ideas from SSMs.… pic.twitter.com/JqtPVsxane
— Andrew Ng (@AndrewYNg) 8 janvier 2025New short course: Build Long-Context AI Apps with Jamba. Learn about state space models (SSMs), which have emerged as an alternative to transformers! Specifically, Jamba is a hybrid transformer-Mamba architecture that combines strengths of the transformer with ideas from SSMs.
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Understanding RAG: Retrieval-Augmented Generation Process Steps
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Understanding the Retrieval-Augmented Generation (RAG) Process RAG combines the power of retrieval-based & generation-based AI to deliver high-quality text outputs. Key steps: Query Encoding Retrieval of relevant data Context Encoding Response Generation
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€22,838 spent on AI, 4 free ones do everything
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I spent €22,838 on AI tools in 2024. And in the end, these 4 free AIs do everything → https://youtu.be/G6JSBlI_q9Q What are these AIs and ESPECIALLY how to use them concretely? I show you everything
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ODSC East 2025: 80+ Sessions on AI, LLMs, and Data Science
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At #ODSCEast 2025, you’ll access 80+ immersive sessions across 10+ focused tracks, including #GenerativeAI, #AgenticAI, #LLMs, #AI Engineering, & more, including expert-led workshops. Register Now!—60% OFF ends Friday: https://
bit.ly/4eXUlnq
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#ODSC @_odsc #ML #DataScience -
Question about Claude usage and newsletter spectrum coverage
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next question, hey @PaulSkallas
, do you use claude? need to cover both sides of the spectrum here after reading this morning's newsletter