GPT-4: Researchers have developed ReWOO, a modular paradigm for Augmented Language Models (ALMs) that reduces token…
Category: AI / ML
Do You Really Need Reinforcement Learning (RL) in RLHF? A New Stanford Research Proposes DPO (Direct Preference Optimization): A Simple Training Paradigm For Training Language Models From Preferences Without RL
GPT-4: Researchers from Stanford University and CZ have developed Direct Preference Optimization (DPO), a new algorithm…
Meta Unveils An AI Model for Code Generation, Comparable to Copilot
GPT-4: Meta has introduced CodeCompose, an advanced AI model designed to assist developers by providing automated…
Multimodal Web Navigation with Instruction-Finetuned Foundation Models
GPT-4: WebGUM, a multimodal agent, leverages vision-language foundation models to improve autonomous web navigation. By jointly…
Guillotine Regularization: Why removing layers is needed to improve…
GPT-4: Guillotine Regularization (GR) is a critical technique in Self-Supervised Learning (SSL) that significantly improves generalization…
Japan Goes All In: Copyright Doesn’t Apply To AI Training
GPT-4: Japan’s government has decided not to enforce copyrights on data used in AI training, aiming…
We know That LLMs Can Use Tools, But Did You Know They Can Also Make New Tools? Meet LLMs As Tool Makers (LATM): A Closed-Loop System Allowing LLMs To Make Their Own Reusable Tools
GPT-4: Researchers from Google Deepmind, Princeton University, and Stanford University have developed a system called LLMs…
Meet LLMScore: A New LLM-based Instruction-Following Matching Pipeline to Evaluate the Alignment Between Text Prompts and Synthesized Images in Text-to-Image Synthesis
GPT-4: Researchers have introduced LLMScore, a framework that leverages large language models (LLMs) to evaluate text-image…
Raspberry Pi Camera Takes Photos Using AI Instead of Lens
GPT-4: Bjørn Karmann has created a unique Raspberry Pi camera project called Paragraphica, which uses AI…
ChatGPT and large language models in gastroenterology – Nature Reviews Gastroenterology & Hepatology
GPT-4: Explore the potential of artificial intelligence (AI) in revolutionizing the field of endoscopy, as it…
Researchers from UC Berkeley Introduce Gorilla: A Finetuned LLaMA-based Model that Surpasses GPT-4 on Writing API Calls
GPT-4: Researchers from Berkeley and Microsoft have developed Gorilla, a finetuned LLaMA-based model that outperforms GPT-4…
Can Language Models Generate New Scientific Ideas? Meet Contextualized Literature-Based Discovery (C-LBD)
GPT-4: Researchers from the University of Illinois, Hebrew University of Jerusalem, and the Allen Institute for…