Skip to main content

Engineering Insights

AI/ML Articles — Page 26

Practical articles on custom software development, AI integration, and modern engineering practices.

All Articles

Choosing the Right Hosting for Your Sub-10B Parameter Open-Source Model
AI/ML7 min read

Choosing the Right Hosting for Your Sub-10B Parameter Open-Source Model

Introduction: Understanding the Real Hosting Challenge When it comes to hosting models with fewer than 10 billion parameters, the challenge isn't finding a service that can tech...

13 August 2026Read
A Step-by-Step Guide to Decision Tree Classifiers Using Scikit-Learn
AI/ML5 min read

A Step-by-Step Guide to Decision Tree Classifiers Using Scikit-Learn

A Decision Tree Classifier is a type of supervised learning algorithm used for classifying data by iteratively partitioning it based on feature specific decision criteria. Insid...

13 August 2026Read
Transitioning from OpenAI API to DigitalOcean's Serverless Inference
Cloud Computing7 min read

Transitioning from OpenAI API to DigitalOcean's Serverless Inference

DigitalOcean's Serverless Inference offers API endpoints compatible with OpenAI, allowing many current OpenAI SDK workflows to transition with minimal changes. For a basic Chat...

13 August 2026Read
Understanding Decision Tree Algorithms in Machine Learning
AI/ML7 min read

Understanding Decision Tree Algorithms in Machine Learning

Decision tree algorithms are popular supervised machine learning techniques used for both classification and regression tasks. These algorithms operate by splitting data based o...

12 August 2026Read
AI/ML7 min read

LFM2.5-DSpark Delivers Up to 3.2x Faster Inference

Liquid AI has released DSpark draft model checkpoints for three models in the LFM2.5 family: LFM2.5 1.2B Instruct , LFM2.5 2.6B , and LFM2.5 8B A1B . The checkpoints add specula...

12 August 2026Read
Optimizing Random Forest Hyperparameters in Python
AI/ML4 min read

Optimizing Random Forest Hyperparameters in Python

Random Forest hyperparameter tuning is about refining model parameters to boost performance and accuracy. By tweaking settings like the number of trees, tree depth, and feature...

12 August 2026Read
Exploring Advanced Techniques in Exploratory Data Analysis (EDA)
Data Analysis4 min read

Exploring Advanced Techniques in Exploratory Data Analysis (EDA)

Explore Exploring Advanced Techniques in Exploratory Data Analysis (EDA), with practical insights and analysis from Xfinit Software.

12 August 2026Read
Optimizing Speculative Decoding in vLLM: A Guide to Configuration and Decision-Making
AI/ML3 min read

Optimizing Speculative Decoding in vLLM: A Guide to Configuration and Decision-Making

Speculative decoding is a method that can double token throughput in vLLM systems. However, enabling it can sometimes lead to increased latency and memory errors if not configur...

12 August 2026Read
Cloud Computing3 min read

Sphere 3D plans 50MW data center in Hopkinsville, Kentucky

Sphere 3D proposes 50MW Hopkinsville data center Cryptomining company Sphere 3D is planning a 50MW data center in Hopkinsville, Kentucky. The proposal also includes the possible...

12 August 2026Read
Monthly Newsletter

Engineering insights, not marketing noise

One email per month. Architecture decisions, lessons from real enterprise projects, and AI insights you can actually use.

Blog - AI/ML - Page 26 — Xfinit Software