Welcome To The New AI Office
#AI #AIio #BigData #ML #NLU #Futureofwork @gp_pulipaka @stratorob @PetiotEric @EvanKirstel @Fgraillot @HaroldSinnott @HeinzVHoenen @helene_wpli
MACHINE LEARNING
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Welcome To The New AI Office
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Survey on LLMs: Capabilities and Limitations Insights
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10). A Survey on LLMs – a new survey on LLMs including some insights on capabilities and limitations.
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Process Reinforcement Implicit Rewards Framework Language Models
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8). Process Reinforcement through Implicit Rewards – a framework for online reinforcement learning that uses process rewards to improve language model reasoning…
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rStar-Math: Code-Augmented CoT for Enhanced Math Reasoning
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6). rStar-Math – a new approach proposes three core components to enhance math reasoning: 1) a code-augmented CoT data synthesis method involving MCTS to generate step-by-step verified reasoning trajectories which are used to train the policy SLM…
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GPT-3 training: SFT vs RLHF and EOT penalty issue
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It "isn't pretty" but still works with effort. GPT-3 was just SFT for a long time — even text-davinci-002 wasn't actually RLHF, just SFT/FeedME, and looping text like this was rare at that point Issue here IMO is lack of EOT training; w/o that you need freq penalty etc
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Innovative Machine Learning Transforming Business Applications
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Innovative machine learning uses transforming business applications
#AI #AIio #BigData #ML #NLU #Futureofwork @DeepLearn007 @albertogaruccio @alvinfoo @andi_staub @andy_lucerne @antgrasso @BernardMarr @enricomolinari -
APIs: Connecting ML Models and Data in Production
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When we talk about building powerful machine learning solutions, like large language models or retrieval-augmented generation, one key element that often flies under the radar is how to connect all the data and models and deploy them in a real product. This is where APIs come in.
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Machine Learning System Detects Dark Vessels Faster Than Ever
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Machine-learning system can detect dark vessels faster
#AI #AIio #BigData #ML #NLU #Futureofwork @chrismessina @ChristopherIsak @davidwkenny @debashis_dutta @petitegeek @fabiomoioli @GaryMarcus @asokan_telecom -
Better Systems Drive Progress Through Concrete Proposals
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Some systems are objectively better than others. That’s how all progress is made. If you have something new and better, make concrete proposals and execute on them.
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My Best Friend Claude, My Driver Waymo, My Quant o1
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My best friend Claude
My driver Waymo
My quant o1 Pro