Introduction In the rapidly evolving field of artificial intelligence, a groundbreaking model named Mixtral 8x7B, developed…
Category: ARTICLE
Articles and other larger forms like tutorials and analysis for anyone wanting to learn more about how AI is progressing.
Mamba: Revolutionizing Sequence Modeling with Selective State Spaces
Introduction In the recent breakthrough paper titled “Mamba: Linear-Time Sequence Modeling with Selective State Spaces,” authors…
MathCoders: Enhancing Mathematical Reasoning of Open-Source Language Models
A group of researchers from The Chinese University of Hong Kong, Shanghai Artificial Intelligence Laboratory, and…
Linux Copilot: Interacting with Linux Desktop via GPTs
The Linux Copilot project uses Generative Pretrained Transformers (GPTs) to perform tasks on your Linux desktop.…
Orca 2 has splashed!
Microsoft researchers have developed a new technique called “Cautious Reasoning” that allows smaller AI models to…
Researchers Evaluate Abstraction Abilities of Text and Multimodal Versions of GPT-4
Recent advances in large language models (LLMs) like GPT-3 and GPT-4 have led to claims that…
Boosting Code LLMs Through Innovative Multitask Fine-Tuning
A new study proposes an innovative approach to enhancing the capabilities of Code LLMs through multi-task…
Making Whisper Models Faster and Smaller Through Knowledge Distillation
Recent advances in self-supervised pre-training have led to impressive gains in speech recognition performance. Models like…
Phind’s New Model Matches GPT-4 in Coding at 5x the Speed
A company Phind has unveiled a new model that achieves coding abilities on par with OpenAI’s…
No-Code Tools Enable Customizable Open AI Models
A new paper titled “H2O Open Ecosystem for State-of-the-art Large Language Models” introduces two open-source libraries…
New AI system aims to improve factuality of large language model outputs
Recent advances in large language models (LLMs) like ChatGPT have demonstrated impressive capabilities in generating human-like…
Open-Source Lemur Brings Language Agents into Focus: Reasoning, Coding, and Versatility
A new open-source language model named Lemur, introduced in a paper from researchers at the University…
Rethinking Calibration for More Robust Large Language Models
Large language models (LLMs) like GPT-3 have shown impressive capabilities when prompted with instructions or given…
Automated Program Repair Deployed at Facebook
Facebook researchers have achieved a major milestone in automated program repair with the deployment of SapFix,…
New Tool-Integrated Reasoning Agents Achieve Major Gains in Mathematical Problem Solving
A new study from researchers at Tsinghua University and Microsoft presents ToRA, a series of novel…
Improved Baselines for Visual Instruction Tuning Models
Researchers from the University of Wisconsin-Madison and Microsoft Research have developed improved baselines for visual instruction…
Borges and AI: A New Perspective on Language Models
A new paper by researchers Léon Bottou and Bernhard Schölkopf offers a novel perspective on large…
New Decoding Method Boosts Reasoning in AI Models
Researchers from UC San Diego and Meta AI have developed a new decoding method called Contrastive…
Simplifying Vision Transformers with ReLU Attention
A new paper from researchers at DeepMind explores replacing the softmax function in transformer attention with…
Simple Auto-Regressive Models Shown to be Powerful Universal Learners
Recent advancements in large language models like GPT-3 and GPT-4 have demonstrated remarkable capabilities in logical…