A new study reveals that simply increasing the number of agents in an ensemble can boost…
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.
How can I check docker volume size?
To check the size of a Docker volume, you can use the docker system df command…
How to rename docker volume
Can I rename docker volume? To read the the full chat transcript use the iframe below…
Calculating Parameters in ML Model
I’m training a feed-forward neural network model. It’s input has 1536 dimensions (a dense feature vector).…
Large Language Models Learn to Self-Compose Reasoning Structures
Researchers from Google DeepMind and University of Southern California have developed a new technique called SELF-DISCOVER…
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,…