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๐Ÿค– The Secrets of Your LLM Tokens

Stability AI In Unstable Future

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Plus: Stability AI In Unstable Future

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Great to meet you today!

Ever wondered how to use tokens both effectively and economically? This latest study reveals key insights on maximizing LLM token efficiency, essential for managing costs in AI projects. Plus, we're diving into why Stability AI has hit a rough patch. Curious? Click to learn more and join the conversation.

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AI TOKEN

๐Ÿ’ก Optimize AI Costs: Know Your LLM's Tokens

optimize-ai-costs-know-your-llms-tokens

Source: Peter Gostev

The study sheds light on LLM token efficiency, which is crucial for cost management in AI projects.

Key Takeaways:

  • GPT-4 leads in efficiency for English and Python, reducing token costs.

  • Gemini offers significant token savings in non-English languages like French, Chinese, and Hebrew.

  • Using Claude 3 for Python may increase token costs by 25%.

  • Llama 2 and Mistral rank lower in token efficiency tests.

  • Tokenization efficiency doesn't always equal better model performance.

  • Results suggest wider testing for conclusive efficiency data.

Why it matters: The study highlights the importance of token efficiency for optimizing AI development costs, especially in multilingual contexts, emphasizing informed LLM selection.

AI STOCK

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TODAY IN AI

AI HIGHLIGHTS

  • Emad Mostaque steps down as CEO and board member.

  • Advocates for decentralized AI against centralized models.

  • Shan Shan Wong and Christian Laforte step in as interim co-CEOs.

  • Departure amid financial strain and unsuccessful funding efforts.

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  • Amazon's VP Vishal Sharma predicts personal AGI for everyone.

  • Alexa is a building block for personalized AGI systems.

  • AGI is seen as a series of developments, not a sudden breakthrough.

  • Privacy and control challenges parallel social media concerns.

  • Amazon aims to provide infrastructure for a personalized AGI world.

  • Sharma envisions AGI as an 'age of abundance'.

  • BBC tested generative AI for Doctor Who marketing.

  • Faced strong objections from the Doctor Who community.

  • Discontinued AI use for Doctor Who promotions.

  • Used AI for two marketing emails and notifications.

  • Ensured human review of AI-generated content.

  • No future plans to use AI for Doctor Who.

  • Hollywood unions have been taking a stance against AI usage in filmmaking.

  • The WGA is voting on an agreement disallowing AI content in writers' rooms.

  • AI has already made appearances in films like 'Late Night with the Devil'.

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AI CHART

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3. ๐Ÿค– 5-ish Things About AI (Read more)

4. ๐Ÿฅƒ Scottish distillery crafts unique whisky with AIโ€™s help (Read more)

5. ๐ŸŽฏ Google, Intel, Arm challenge Nvidiaโ€™s lead in AI chips (Read more)

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AI JOBS

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