Refining Jacobi Decoding for LLMs with Consistency-Based Fine-Tuning

:::info Authors: (1) Siqi Kou, Shanghai Jiao Tong University and with Equal contribution; (2) Lanxiang Hu, University of California, San Diego and with Equal contribution; (3) Zhezhi He, Shanghai Jiao Tong University; (4) Zhijie Deng, Shanghai Jiao Tong University; (5) Hao Zhang, University of California, San Diego. ::: Table of Links Abstract and 1 Introduction … Read more

Breakthrough in Readmission Prediction: New AI Model Hits 75% AUC Using Only Text

:::info Authors: (1) Rasoul Samani, School of Electrical and Computer Engineering, Isfahan University of Technology and this author contributed equally to this work; (2) Mohammad Dehghani, School of Electrical and Computer Engineering, University of Tehran, Tehran, Iran and this author contributed equally to this work (dehghani.mohammad@ut.ac.ir); (3) Fahime Shahrokh, School of Electrical and Computer Engineering, … Read more

Overview of Machine Learning Classifiers Used in Readmission Prediction

:::info Authors: (1) Rasoul Samani, School of Electrical and Computer Engineering, Isfahan University of Technology and this author contributed equally to this work; (2) Mohammad Dehghani, School of Electrical and Computer Engineering, University of Tehran, Tehran, Iran and this author contributed equally to this work (dehghani.mohammad@ut.ac.ir); (3) Fahime Shahrokh, School of Electrical and Computer Engineering, … Read more

A Survey of Machine Learning Approaches for Predicting Hospital Readmission

:::info Authors: (1) Rasoul Samani, School of Electrical and Computer Engineering, Isfahan University of Technology and this author contributed equally to this work; (2) Mohammad Dehghani, School of Electrical and Computer Engineering, University of Tehran, Tehran, Iran and this author contributed equally to this work (dehghani.mohammad@ut.ac.ir); (3) Fahime Shahrokh, School of Electrical and Computer Engineering, … Read more

The Future of Patient Care: Text Mining Discharge Notes to Slash Readmissions

:::info Authors: (1) Rasoul Samani, School of Electrical and Computer Engineering, Isfahan University of Technology and this author contributed equally to this work; (2) Mohammad Dehghani, School of Electrical and Computer Engineering, University of Tehran, Tehran, Iran and this author contributed equally to this work (dehghani.mohammad@ut.ac.ir); (3) Fahime Shahrokh, School of Electrical and Computer Engineering, … Read more

No Tool Could Handle Our Load‑Testing Framework for Games—So We Built Swarm

How we designed Swarm, our in-house load-testing framework, to handle the challenges of end-to-end testing, custom protocols, and large-scale bot simulations in gamedev. These days, it’s really hard to imagine a software product without at least some level of testing. Unit tests are a standard way to catch bugs in small pieces of code, while … Read more

Meet Altrium, Winner of Startups of The Year 2024 in New York

The special Startups of The Year 2024 Winners Interview series is a celebration of all this year’s Tech Champions. You’ve earned it! The HackerNoon community can’t wait to learn more about your journey! https://hackernoon.com/startups/north-america/north-america-new-york-city-ny-usa?stup=66f31c7f6ea4677e23dbfc98&embedable=true Tell us about your startup Altrium was founded in 2022 by a group of software engineers frustrated by the persistent gap … Read more

Meet QuickPR, Winner of Startups of The Year 2024 in Noida, India

The special Startups of The Year 2024 Winners Interview series is a celebration of all this year’s Tech Champions. You’ve earned it! The HackerNoon community can’t wait to learn more about your journey! https://hackernoon.com/startups/asia/asia-noida-up-india?stup=66f31fa86ea4677e23ddfed9&embedable=true Tell us about your startup I’m Akhilendra Sahu, founder of QuickPR – a new-age PR-tech company that’s reshaping how brands, startups, … Read more

How Can Space Tech Help Us Build a Decentralized Internet? – Answer to Win from 15,000 USDT

For a chance to win from 15,000 USDT in prizes, the Spacecoin Writing Contest challenges writers, web3 builders, and crypto natives to discuss how Space Technology can power the internet of the future. :::info Below is a list of questions to help you get started on your draft. You can answer them here. P.S.: This template is merely a … Read more

Chameleon Sets New Benchmarks in AI Image-Text Tasks

Table of Links Abstract and 1 Introduction 2 Pre-Training 2.1 Tokenization 2.2 Pre-Training Data 2.3 Stability 2.4 Inference 3 Alignment and 3.1 Data 3.2 Fine-Tuning Strategy 4 Human Evaluations and Safety Testing, and 4.1 Prompts for Evaluation 4.2 Baselines and Evaluations 4.3 Inter-annotator Agreement 4.4 Safety Testing 4.5 Discussion 5 Benchmark Evaluations and 5.1 Text … Read more

Contractor Backdoor: Coinbase Faces $400M Blow in Major Data Breach

Coinbase is reeling from a costly cyber attack that has already shaved more than 7% off its stock price and could leave the crypto exchange with a staggering $400 million bill. The breach, which the company attributes to compromised overseas contractors, exposed sensitive customer information, including names, addresses, phone numbers, email accounts, and even images … Read more

How Chameleon Advances Multimodal AI with Unified Tokens

Table of Links Abstract and 1 Introduction 2 Pre-Training 2.1 Tokenization 2.2 Pre-Training Data 2.3 Stability 2.4 Inference 3 Alignment and 3.1 Data 3.2 Fine-Tuning Strategy 4 Human Evaluations and Safety Testing, and 4.1 Prompts for Evaluation 4.2 Baselines and Evaluations 4.3 Inter-annotator Agreement 4.4 Safety Testing 4.5 Discussion 5 Benchmark Evaluations and 5.1 Text … Read more

Comparing Chameleon AI to Leading Image-to-Text Models

Table of Links Abstract and 1 Introduction 2 Pre-Training 2.1 Tokenization 2.2 Pre-Training Data 2.3 Stability 2.4 Inference 3 Alignment and 3.1 Data 3.2 Fine-Tuning Strategy 4 Human Evaluations and Safety Testing, and 4.1 Prompts for Evaluation 4.2 Baselines and Evaluations 4.3 Inter-annotator Agreement 4.4 Safety Testing 4.5 Discussion 5 Benchmark Evaluations and 5.1 Text … Read more

Chameleon AI Shows Competitive Edge Over LLaMa-2 and Other Models

Table of Links Abstract and 1 Introduction 2 Pre-Training 2.1 Tokenization 2.2 Pre-Training Data 2.3 Stability 2.4 Inference 3 Alignment and 3.1 Data 3.2 Fine-Tuning Strategy 4 Human Evaluations and Safety Testing, and 4.1 Prompts for Evaluation 4.2 Baselines and Evaluations 4.3 Inter-annotator Agreement 4.4 Safety Testing 4.5 Discussion 5 Benchmark Evaluations and 5.1 Text … Read more

The TechBeat: IPinfo Launches IPinfo Lite: Unlimited Country-Level Geolocation API & Database Download (5/20/2025)

How are you, hacker? 🪐Want to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## Boost Team Wellness With UzairaAdvisory and Save 10% on All Our Business, Marketing & Tech Services By @uzairamemon [ 6 Min … Read more

Improved BGPLVM for scRNA-seq: Pre-Processing and Likelihood

Table of Links Abstract and 1. Introduction 2. Background 2.1 Amortized Stochastic Variational Bayesian GPLVM 2.2 Encoding Domain Knowledge through Kernels 3. Our Model and Pre-Processing and Likelihood 3.2 Encoder 4. Results and Discussion and 4.1 Each Component is Crucial to Modifies Model Performance 4.2 Modified Model achieves Significant Improvements over Standard Bayesian GPLVM and … Read more

Encoding Biological Knowledge in GPLVM Kernels for scRNA-seq

Table of Links Abstract and 1. Introduction 2. Background 2.1 Amortized Stochastic Variational Bayesian GPLVM 2.2 Encoding Domain Knowledge through Kernels 3. Our Model and Pre-Processing and Likelihood 3.2 Encoder 4. Results and Discussion and 4.1 Each Component is Crucial to Modifies Model Performance 4.2 Modified Model achieves Significant Improvements over Standard Bayesian GPLVM and … Read more

GPLVM for Single-Cell RNA-seq Dimensionality Reduction

Table of Links Abstract and 1. Introduction 2. Background 2.1 Amortized Stochastic Variational Bayesian GPLVM 2.2 Encoding Domain Knowledge through Kernels 3. Our Model and Pre-Processing and Likelihood 3.2 Encoder 4. Results and Discussion and 4.1 Each Component is Crucial to Modifies Model Performance 4.2 Modified Model achieves Significant Improvements over Standard Bayesian GPLVM and … Read more

Scalable & Interpretable Dimensionality Reduction for scRNA-seq

Table of Links Abstract and 1. Introduction 2. Background 2.1 Amortized Stochastic Variational Bayesian GPLVM 2.2 Encoding Domain Knowledge through Kernels 3. Our Model and Pre-Processing and Likelihood 3.2 Encoder 4. Results and Discussion 4.1 Each Component is Crucial to Modifies Model Performance 4.2 Modified Model achieves Significant Improvements over Standard Bayesian GPLVM and is … Read more

Fighting Piracy With SEO: How I’m Turning Malware Traffic Into Safer Gaming Choices

In today’s digital landscape, online piracy has become alarmingly widespread, especially in the realm of PC gaming. As an SEO professional and a tech enthusiast, I recently stumbled upon something both intriguing and concerning—a network of piracy-promoting websites distributing malware under the guise of offering free PC games. The Dark Side of Pirated Gaming Sites … Read more

A Guide on How to Boost Function Performance and Achieve Execution Over 10 Million Times Faster

Discover how a 19th-century mathematical shortcut transformed the performance of a 21st-century gaming algorithm As developers, we constantly seek ways to optimize our code. Sometimes, the most powerful optimization comes from seemingly simple ideas. Today, I’ll share a fascinating story about Carl Friedrich Gauss, a 19th-century mathematician, and show how his arithmetic shortcut can dramatically … Read more

Releasing Utilities Package to GitHub Packages: A Guide

Releasing a closed-source, reusable JavaScript/TypeScript package for internal use across frontend and backend is a common challenge, especially when you want to automate it, keep things modular, and avoid unnecessary leakage of code. Here’s how I do it, step by step, using only what’s needed for a stable, repeatable workflow. Why GitHub Packages (and Not … Read more

How to Set Up PostgreSQL with NestJS and Docker for Fast Local Development: A Quick Guide

Launching a new project and need Postgres for NestJS development, but don’t want to commit to a production DB provider (yet)? Running a local Postgres instance in Docker is your best friend. Simple. Reliable. No system clutter. Below, I’ll walk you through my go-to setup for spinning up NestJS and PostgreSQL using Docker – minimal … Read more

How Reliable Are Human Judgments in AI Model Testing?

Table of Links Abstract and 1 Introduction 2 Pre-Training 2.1 Tokenization 2.2 Pre-Training Data 2.3 Stability 2.4 Inference 3 Alignment and 3.1 Data 3.2 Fine-Tuning Strategy 4 Human Evaluations and Safety Testing, and 4.1 Prompts for Evaluation 4.2 Baselines and Evaluations 4.3 Inter-annotator Agreement 4.4 Safety Testing 4.5 Discussion 5 Benchmark Evaluations and 5.1 Text … Read more