Happening Now: AI Researcher panel emceed by @matei_zaharia
! Welcome our panelists @mcarbin
, @dawnsongtweets
, and Daniela Rus, leading AI experts! Hear what they have to say about the future of #AI #LLMs. #DataAISummit
LLMS
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AI Researcher Panel Discusses Future of LLMs and AI
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LENS: Zero Trainable Parameters Multimodal Framework
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LENS, a zero trainable params multimodal framework is shown below. It's frozen CLIP, BLIP, and LLM doing all the works.
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LENS: Vision Language Models Using Frozen Modules
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Towards Language Models That Can See:
Computer Vision Through the LENS of Natural Language LENS is a modular approach that can solve computer vision and vision language tasks using frozen vision modules and LLM. LENS can achieve reasonably good zero-shot/few-shot -
Command Model Now Available on Amazon SageMaker JumpStart
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We are excited to announce that our Command model is now available on Amazon SageMaker JumpStart. With this integration, you can add LLM capabilities to your projects without worrying about the complexities of training your own models.
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OpenAI faces class action lawsuit over LLM training data
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A new class action lawsuit filed against OpenAI yesterday takes aim at the company using public online content to train its LLMs. The suit alleges OpenAI violated copyright and privacy laws by scraping data from social media, blog posts, articles and various other sources.
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Inflection AI Launches Sophisticated LLM for Pi Product
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Our team has developed one of the most sophisticated LLMs in the market. The model enables people to interact with our first product, Pi, in the most simple, natural way, to receive fast, relevant, and helpful information and advice.
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FlashAttention and KV Caching for Improved Model Performance
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No, absolutely. But I think for this it's maybe worthwhile adopting methods that don't negatively impact modeling performance, like FlashAttention and kv caching.
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Large Language Models Overview and Enterprise Applications
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An excellent overview of Large Language Models, LLMs, & what are they used for from @nvidia @NVIDIAAI : https://
blogs.nvidia.com/blog/2023/01/2
6/what-are-large-language-models-used-for/
… LLMs are making Artificial Intelligence more accessible to the end user & have placed AI on the radar of many CEOs. They have even been embedded into -
AutoGPT: Self-Iterating AI Agents with GPT-3.5 and GPT-4
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AutoGPT combines GPT-3.5 and GPT-4 via API, allowing projects to be created that have been iterating on their own prompts and reviewing each iteration to improve and build upon it. AutoGPT: Everything You Need To Know – KDnuggets https://
bit.ly/43Z1f7X -
Trade-offs Between Efficiency and Model Performance in Pretraining
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You are right. But yeah the point is that these are based on assumptions and produce approximations. You'd hurt modeling performance and people don't want that, which is why the "efficient alternatives that do approximations" for/during pretraining haven't caught on.