Tokenizers can greatly impact the understanding and responses of large language models (LLMs) like GPT-4, Lama2, or Claude, as they convert human language into a comprehensible format for models. Different languages are processed uniquely, affecting results.
RESEARCH
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Tokenizers Impact on Model Language Comprehension
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Different tokenizers, which is the step where you transform words into understandable numbers for the model, will influence the model's sentence comprehension, too!
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Baidu Presents ERNIE Bot 4, GPT-4 Competitor
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@Baidu_Inc unveils ERNIE Bot 4, which according to them would match GPT-4 https://actuia.com/actualite/baidu-devoile-ernie-bot-4-qui-selon-lui-egalerait-gpt-4/
… #AI #artificialintelligence -
Language Pedagogy as AI-Driven Human Capital Investment
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Partly that is a commentary on U.S. language pedagogy but be that as it may this is a $100k human capital upgrade *per user.*
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Human-Level AI Technology Not Yet Invented
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I know this is X and comments often turn to insults, but I would encourage you to try to understand the argument instead of hiding your lack of understanding behind accusations of dishonesty and ill intent. Technology to reach uuman-lavel AI has *not* yet been invented, pretty
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AI Breakthroughs Beyond Hallucinations Will Transform Everything
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AI is about to get really, really good. Look beyond hallucinations and bias, and instead focus on the consequences of those being largely solved. The impact is far more profound than people currently seem to grasp
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Open AI Research and Debunking AI Doomsday Prophecies
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An interview of me in the Financial Times in which I explain the reasons for supporting open research in AI and open source AI platforms.
I also explain why the widely-publicized prophecies of doom-by-AI are misguided and, in any case, highly premature. -
Machine Translation Origins: Cold War Military Funding and Development
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2. Machine Translation & Power by @amandalynneP "The first machine translation efforts in the United States were spurred by the Cold War. Early…systems were…developed with funding from and for use by the military and other federal agencies,"
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AI Industry’s Focus on Military and War Applications
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I really don't have it in me to pontificate about AI right now, except for how the industry is all about war and military. Here are a few books and articles on the topic. 1. The Birth of Computer vision by @jeddobson
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Cold War Origins of Modern Neural Networks and Their Persistent Biases
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"Today’s most advanced neural networks and sophisticated image-analysis methods come from 1950s and ’60s Cold War culture—and many biases and ways of understanding the world from that era persist along with them."