LLMs and Memory is Definitely All You Need: Google Shows that Memory-Augmented LLMs Can Simulate Any Turing Machine
Author(s): Jesus Rodriguez Originally published on Towards AI. A major breakthrough in LLM research. Top highlight Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) …
Inside NLLB-200, Meta AI’ New Super Model that Achieved New Milestones in Machine Translations Across 200 Languages
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most important achievements to bring machine translation to low-resource languages. Source: https://gigazine.net/gsc_news/en/20220707-meta-nllb-200/ I recently started an AI-focused educational newsletter, that already has over 125,000 subscribers. TheSequence is a no-BS (meaning no …
The Framework Uber Uses to Streamline Statistical Experiments
Author(s): Jesus Rodriguez Originally published on Towards AI. OED enables the scoring and optimization experiments using Pyro’s probabilistic programming model. Source: https://eng.uber.com/oed-pyro-release/ I recently started an AI-focused educational newsletter, that already has over 125,000 subscribers. TheSequence is a no-BS (meaning no hype, …
Foundation Models and the Path Towards a Universal Learning Algorithm
Author(s): Jesus Rodriguez Originally published on Towards AI. Can foundation models validate the theory of a master algorithm for all human knowledge? Created with: DALL-E I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
This Google Research Provides Improvements in One of the Most Famous Types of Machine Learning Problems
Author(s): Jesus Rodriguez Originally published on Towards AI. Multi-armed bandits are presents across all spectrums of machine learning. Created with Stable Diffusion I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning no hype, …
The AI Behind Claude, the ChatGPT Competitor That Has Raised Over $1 Billion
Author(s): Jesus Rodriguez Originally published on Towards AI. The new chatbot follows traditional reinforcement learning with human feedback approach with a special twist. Image Credit: Anthropic I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a …
Google’s Chain of Thought Prompting is One of the Most Exciting Techniques in Generative AI
Author(s): Jesus Rodriguez Originally published on Towards AI. The technique is likely to be one of the hallmarks of the LaMDA model. Created with Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
Hugging Face’s LoRA is a Simple Framework for Fine-Tuning Text-to-Image Models
Author(s): Jesus Rodriguez Originally published on Towards AI. The framework is integrated into the Diffusers library and maintains compatibility with Dreambooth. Image Credit: Hugging Face I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
Microsoft Open Sources LMOps: A New Research Initiative to Enable Applications Development with Foundation Models, Part II
Author(s): Jesus Rodriguez Originally published on Towards AI. A collection of research papers and open-source toolkits to streamline core building blocks of application development with foundation models. Image Credit: https://www.protocol.com/enterprise/foundation-models-ai-standards-stanford I recently started an AI-focused educational newsletter, that already has over 150,000 …
RLPrompt Uses Reinforcement Learning for Prompt Optimization
Author(s): Jesus Rodriguez Originally published on Towards AI. The new research from Carnegie Mellon University formulates prompt optimization as a policy optimization problem. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a …
Meet Composer: Alibaba’s New Text-to-Image Super Model that Provider More Control Over the Outputs
Author(s): Jesus Rodriguez Originally published on Towards AI. The technique extends diffusion models with better control primitives. Image Credit: Alibaba Research I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning no hype, no …
Inside LangChain: The Open Source Large Language Model Framework Everyone is Talking About
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most popular new frameworks for building LLM applications. Top highlight Image Credit: LangChain I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning …
Meet Alpaca: Stanford University’s Instruction-Following Language Model that Matches GPT-3.5 Performance
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is based on Meta AI’s LLaMA and remains significatively smaller than GPT-3.5. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
Meet Vicuna: The Latest Meta’s Llama Model that Matches ChatGPT Performance
Author(s): Jesus Rodriguez Originally published on Towards AI. The modle was created by researchers from UC Berkeley, CMU, Stanford, and UC San Diego. Top highlight Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence …
Meet MiniGPT-4: The Surprising Open Source Vision-Language Model that Matches the Performance of GPT-4
Author(s): Jesus Rodriguez Originally published on Towards AI. The model expands Vicuna with vision capabilities similar to BLIP-2 in one of the most interesting open source releases in the multi-modality space. Top highlight Created Using Midjourney I recently started an AI-focused educational …
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