AG2 comes with significant upgrades:
* an expanded domain-specific language to cover 88% of IMO geometry problems compared to 66% previously.
* an improved symbolic engine that is more robust and two-order of magnitude faster.
* an enhanced language model that is based on Gemini
MACHINE LEARNING
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AG2 Advances: Expanded Language and Faster Symbolic Engine
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Why DPO Remains Popular Over Reinforcement Learning
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"just" RL :). There's a reason why DPO is so popular (even Llama 3 used it )
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AlphaGeometry2 Surpasses Gold-Medalist Standard IMO Geometry
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Excited to share details of AlphaGeometry2 (AG2), part of the system that achieved silver-medal standard at IMO 2024 last July! AG2 now has surpassed the average gold-medalist in solving Olympiad geometry problems, achieving a solving rate of 84% for all IMO geometry problems
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Rule-Based Rewards Scale Better Than Style Preferences
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The nice thing here is that the rule-based rewards scale better. And for things like code and math, they also make a lot more sense. I.e., you care more about correctness than style preference. Btw @natolambert 's team's OLMo 2 also used verifiable rewards in the RLHF stage for
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Mistral Small 3: Fast Open-Source Model Competes with Larger Models
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5/ Mistral Small 3: fast, open-source, and ready to compete Mistral released Small 3, a 24B model with 81% MMLU accuracy, impressing the community with its performance and efficiency in the small model category. It can even compete with models 3x its size.
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Generative AI Enhances Content Creation and Customer Experience
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Use #GenerativeAI to Enhance Content and #CustomerExperience
by @Gartner_inc Learn more: https://
buff.ly/4f9hXWU #ArtificialIntelligence #MachineLearning #CX #Tech #Technology #DigitalTransformation cc: @paula_piccard @JimMarous @theadamgabriel -
10x Impact: AI Enablement Across Professional Roles
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A “10x engineer” — a widely accepted concept in tech — purportedly has 10 times the impact of the average engineer. But we don’t seem to talk about 10x marketers, 10x recruiters, or 10x financial analysts. As more jobs become AI enabled, I think this will change, and there will
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Germany’s AI Hub: Visual and Robotics Excellence
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fwiw germany is tier-1 when it comes to AI the munich/zurich hub (incl tuerbingen etc) is undefeated on anything related to visual and top tier in anything robotics
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Menteebot by Mentee Robotics: AI and Robotics Innovation Platform
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Menteebot by Mentee Robotics
— Ronald van Loon (@Ronald_vanLoon) 7 février 2025
by @MenteeBot#AI #Robotics #RPA #MachineLearning #ArtificialIntelligence #ML #MI
cc: @karpathy @alvinfoo @ogrisel pic.twitter.com/bFaLVdYVlJMenteebot by Mentee Robotics
by @MenteeBot #AI #Robotics #RPA #MachineLearning #ArtificialIntelligence #ML #MI cc: @karpathy @alvinfoo @ogrisel -
GraphRAG Outperforms Standard RAG with Entity Relationships
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GraphRAG outperforms Standard RAG. It improves retrieval by using relationships between entities, leading to more accurate and context-aware responses. This makes it more effective than standard RAG. At Abacus, we automatically build the best RAG system for big data.