Researchers from Google DeepMind and University of Southern California have developed a new technique called SELF-DISCOVER…
Category: Emsi
In this category I publish my original content that is blog posts, analysis, articles, random thoughts, experiments, etc. All that is not purely a feed of stuff that I’ve found on the internet.
Identify Silence in Audio Files with ffmpeg
Please read the chat transcript in the iframe below or use the following link to open…
New AI Breakthrough: Mixtral 8x7B Surpasses Leading Models in Performance and Efficiency
Introduction In the rapidly evolving field of artificial intelligence, a groundbreaking model named Mixtral 8x7B, developed…
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…