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[ML News] LLaMA2 Released | LLMs for Robots | Multimodality on the Rise Essential information extracted from the transcript includes: 1. OpenAI has released Llama 2, an upgraded model pre-trained on two trillion tokens with a context length double that of the previous version.…
Stanford Webinar - How ChatGPT and Generative AI Will Shape the Future of Work - Arvind is an assistant professor at Stanford University, specializing in management science and engineering. - His research focuses on human AI augmentation in the workplace and its organizational…
Flash Attention 2.0 with Tri Dao (author)! - The speaker discusses the importance of efficiency in machine learning systems and the challenges it presents, particularly with the increasing scale of models. - Flash attention is highlighted as a faster and more memory-efficient…
Full interview: "Godfather of artificial intelligence" talks impact and potential of AI - Geoffrey Hinton reflects on the success of ChatGPT and the public's surprise, while noting their initial lack of amazement due to previous experience with similar language models. - The…
this is wild — kNN using a gzip-based distance metric outperforms BERT and other neural methods for OOD sentence classification intuition: 2 texts similar if cat-ing one to the other barely increases gzip size no training, no tuning, no params — this is the entire algorithm:
this paper's nuts. for sentence classification on out-of-domain datasets, all neural (Transformer or not) approaches lose to good old kNN on representations generated by.... gzip aclanthology.org/2023.findings-…
Bain Ventures' Salem: Bullish on AI, Cyber - Generative AI can handle around 40% of a developer's work, bringing a meaningful change in software development. - Generative AI can be exploited by attackers to create targeted phishing attacks, posing a higher risk to networks. -…
Inflection AI Raises $1.3B From Hoffman, Gates and Nvidia - Mustafa Suleyman, Inflection AI CEO, and his team raised a significant amount of money to build cutting-edge machine learning models for conversational AI. - They are constructing the largest supercomputer in the world…
Elon Musk on Sam Altman and ChatGPT - @elonmusk claims to have contributed a significant amount of money to OpenAI, possibly around $50 million. - Musk was concerned about the dangers of AI and tried to convince Google to be cautious, but they did not share his concerns. -…
Tree of Thoughts: Deliberate Problem Solving with Large Language Models - The paper explores a decoding technique for large language models that involves an explicit tree search over the model's outputs. - Input-output prompting is used to instruct the model to perform specific…
Inside OpenAI, the Architect of ChatGPT - OpenAI offers AI-powered products ChatGPT and Dall-e - Chief Architect Mira Marathi focuses on AI's challenges with alignment, reliability, and truthfulness - OpenAI is not trying to dominate search; instead, it offers a different way to…
youtu.be/jxmoJtFvoBI - Mosaic LM released a new open source model, mpt-30b, commercially licensed and more powerful than mpt-7b - mpt-30b has an 8,000 token context window, making it powerful for coding assignments - The model was pre-trained on data from various sources…
youtube.com
YouTube
MPT30b - NEW Open-Source Foundational Model That Blows Me Away 🤯
Voice-preserving, SOTA-performing speech-to-speech translation in 21 language, internally powered by the AudioLM framework. Check the demo page out google-research.github.io/seanet/audiopa…
Google presents AudioPaLM: A Large Language Model That Can Speak and Listen paper page: huggingface.co/papers/2306.12… introduce AudioPaLM, a large language model for speech understanding and generation. AudioPaLM fuses text-based and speech-based language models, PaLM-2 [Anil et al.,…
youtu.be/WhrdJwEfWZE - Falcon 4GB model has 40 billion parameters and was trained on 1 trillion tokens by the Technology Innovation Institute of the UAE - It is the most powerful model on the open source LLM leaderboard and matches the performance of all LLMs from DeepMind,…
youtube.com
YouTube
FALCON 40B! The ULTIMATE AI Model For CODING & TRANSLATION!
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