My talk at @aiDotEngineer is starting soon! Come to Salon 8 to learn when to fine-tune models and how to create monstrosities like Llama 3 120B Instruct.
GENERATIVE AI
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Benchmarking Lutra_AI: Request for Technical Resources
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Nice! I’d love to benchmark this against @Lutra_AI too— do you have a pointer to run the benchmark?
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GenAI Hallucinations: Why Models Fail Without Information
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3. Hallucinations make GenAI applications unusable Models hallucinate because they are probabilistic. However, a model is much more likely to hallucinate when it doesn’t have access to the right information. Multiple studies have shown that hallucinations can be
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Foundation Models Won’t Completely Replace Classical Machine Learning
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2. Foundation models will completely replace classical ML In my observation, most GenAI applications in production have classical ML components. Outside of leveraging information retrieval, around 30 – 50% of applications have a classification component, such as: – Intent
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Common Misconceptions About Generative AI Technologies Explained
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In many conversations, I noticed several common misperceptions about generative AI. 1. Technologies behind GenAI are new While many applications made possible by GenAI are new, the technologies surrounding it are not. – Retrieval, the backbone of RAG, is also the backbone of
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Open LLM Leaderboard Insights and Model Rankings
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maybe more insights here: https://
huggingface.co/spaces/open-ll
m-leaderboard/blog
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New Technology Promises Simplicity But Delivers Complexity
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Every new technology that's supposed to simplify our life winds up complicating it. It's already happening with generative AI.
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Model Merging Preserves Safety Alignment Better
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Model Merging and Safety Alignment New paper looking into how model merging poorly preserves safety alignment. The authors modify EvoMM and LM-Cocktail to balance performance on safety data and domain-specific data. They show that this safety-aware merging approach can
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Oracle launches 19 AI innovations, driving 171% growth
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@Oracle
, we're calling you out! With 19 new AI innovations in just the last week alone, leading to a 171% increase in your AI-driven solutions, you're setting a bold pace in #Tech! From OCI AI Services to Fusion Data Intelligence, these advancements are truly game-changing. -
Carbon Aware Computing for GenAI Developers Course
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As machine learning models grow in size, so too does their carbon footprint. As AI scales, it's important that we quantify and mitigate these emissions.
— Andrew Ng (@AndrewYNg) 26 juin 2024
In our new short course Carbon Aware Computing for GenAI Developers you'll learn from @googlecloud Developer Advocate Nikita… pic.twitter.com/iIHvnl7VzFAs machine learning models grow in size, so too does their carbon footprint. As AI scales, it's important that we quantify and mitigate these emissions. In our new short course Carbon Aware Computing for GenAI Developers you'll learn from @googlecloud Developer Advocate Nikita