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Areas Served: Inside Generative Agents: Google and Stanford University’s Generative AI Method that Created Agents that Simulated Human Behavior
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most fascinating papers of the year uses generative AI to provide some insights into the emergence of human behavior. Image Credit: Google-Stanford University I recently started an AI-focused educational newsletter, that …
Meet CodeT5+: Salesforce Research New Open Source Code Generation LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. The suite of models exhibited abilities such as zero-shot learning and mathematical reasoning. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Inside StarCoder: The New Open Source LLM that Can Generative Code in Over 80 Programming Languages
Author(s): Jesus Rodriguez Originally published on Towards AI. The new project is part of the BigCode initiative by Hugging Face and ServiceNow. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
Meet ImageBind: Meta AI’s New Model that Learns Across Six Modalities
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is able to capture knowledge from text, image/video, audio, depth (3D), thermal (infrared radiation), and inertial measurement units (IMU). Image Credit: Meta AI I recently started an AI-focused educational newsletter, that already …
Inside Guidance: Microsoft’s New Open Source Framework for Improving the Control in LLM Apps
Author(s): Jesus Rodriguez Originally published on Towards AI. Guidance provides a very simple yet comprehensive syntax for architecting complex LLM workflows. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Meet PandaGPT: The New Instruction Following Model that can Both See and Hear.
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is able to perform tasks across text, image/video, audio, depth (3D), thermal (infrared radiation), and inertial measurement units (IMU). Created Using Midjourney I recently started an AI-focused educational newsletter, that already has …
Inside Open Assistant: The Open Source Platform for Light, High-Performance LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. Open Assistant has become one of the most popular projects in the foundation model space. Top highlight I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS …
Inside AlphaDev: DeepMind’s Newest Breakthrough Model that Was Able to Discover New Sorting Algorithms
Author(s): Jesus Rodriguez Originally published on Towards AI. AlphaDev uses deep reinforcement learning to master a game that simulates the instructions of an algorithm. Created Using Midjouney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is …
Textbooks are All You Need: Inside Microsoft Research’s Amazing Phi-1 Code Language Model
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is able to outperform competitors despite being substantially smaller. 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 …
Inside Parsel: Stanford University’s New Framework for Hierarchical Reasoning
Author(s): Jesus Rodriguez Originally published on Towards AI. The model shows incredible performance across diverse tasks such as code evaluation or robotic task planning. I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Meet LLM-AUGMENTER: Microsoft Research’s Architecture to Augment LLMs with Memory, Knowledge, and External Feedback
Author(s): Jesus Rodriguez Originally published on Towards AI. The new framework can serve as a reference to production-ready LLM solutions. 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 …
Do LLMs Need All Those Layers to Achieve In-Context Learning?
Author(s): Jesus Rodriguez Originally published on Towards AI. A recent paper from Amazon Science sheds some light on one of the most important questions regarding LLs. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. …
Meet vLLM: UC Berkeley’s Open Source Framework for Super Fast and Chearp LLM Serving
Author(s): Jesus Rodriguez Originally published on Towards AI. The framework shows remarkable improvements compared to frameworks like Hugging Face’s Transformers. Top highlight Image Credit: UC Berkeley I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a …
Meet GPTCache: A New Framework that Brings Caching to LLM Applications
Author(s): Jesus Rodriguez Originally published on Towards AI. GPTCache expands on the ideas of LLM memory by providing a general-purpose framework to store information in LLM workflows. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 …
Meet I-JEPA: Meta AI’s First Super Model Based on their Theory of Autonomous Intelligence
Author(s): Jesus Rodriguez Originally published on Towards AI. The new model is able to make predictions based on abstract predictions instead of pixel-level detail. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is …
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