#model-training

AI

RE Rehmandaaim

A Good Loss Curve Doesn’t Mean a Good Model

I’ve shipped a model with a great training loss curve that turned out to be a liar.

Jul 10, 2026 · 2 min read · 0 claps #inference #model-validation #computer-vison

EN Encord

What are World Models in Physical AI? A Practical Guide for Robotics Teams

TL;DR: A world model predicts how an environment will change in response to an action, not just what action a robot should take next.

Jun 17, 2026 · 6 min read · 0 claps #world-models #physical-ai #data-collection

HUM

FI Filemakr

How to Choose the Best Final Year Project: 12-Step Student Checklist

Choosing the best final year project is not about selecting the most advanced topic.

Jun 15, 2026 · 7 min read · 0 claps #best-final-year-project #ai-ml-project #prediction-logic

AI SCI

SR Srivatsan Sundaravaradan

KL Divergence — a term you’ll hear in every LLM/GenAI review.

No math. Just the mental model you need.

Jun 14, 2026 · 2 min read · 0 claps #mlforpm #ai-for-pm #kl-divergence

AI HUM TCH

KA Kalhara Perera

Your Model Got Full Marks in Practice. It Failed the Real Exam.

Overfitting and underfitting explained for frontend developers

Jun 03, 2026 · 7 min read · 0 claps #machine-learning #overfitting-underfitting #neural-networks

HUM AI

PH Phani Harish Wajjala

Train-Time Rotation Augmentation: Where the Curve Actually Flattens

How many distinct rotations does a 3D model need to see at training time before its accuracy on rotated test inputs stops improving? I…

May 25, 2026 · 11 min read · 0 claps #3d #machine-learning #model-training

GEN AI

MA May Elbaz

Fixing NCCL Hangs on NVIDIA L40S GPUs: A System-Level Deep Dive

Introduction

Apr 27, 2026 · 2 min read · 0 claps #nvidia #gpu #hpc

AI

MA Madhawa Perera

No Internet, No Cloud: Train and Run Browser-Based Keyword Detection with TensorFlow.js

Recently, I explored building a browser based WebXR experience where simple actions like start, pause, and resume could be controlled by…

Apr 22, 2026 · 11 min read · 1 claps #tensorflow #tensorflowjs #ai

TCH

KA KAKANAKOU Miguel

Transformer from scratch with Jax and Flax — Part 2 of 2

The full code is available on Github.

Apr 20, 2026 · 6 min read · 0 claps #transformer-model #jax #flax

HUM AI

YU yuhsi chen

【macOS Tahoe 26.3】Training YOLO26 on a Custom Dataset

MacBook Pro

Mar 02, 2026 · 2 min read · 3 claps #yolo26 #deep-learning #macos

AI LIF

MU Mudassir Khan

The Self-Healing MLOps Blueprint [Part 2]

A production-inspired fraud detection platform built as a hands-on PoC with AI.

Mar 02, 2026 · 8 min read · 1 claps #feature-store #model-training #ab-testing

HUM AI

RO Roshmita Dey

Post-Training Validation: Cross-Validation vs Bootstrapping

How to evaluate models reliably when data is limited, noisy, or expensive

Jan 18, 2026 · 3 min read · 7 claps paywalled #model-evaluation #model-training #model-performance

MDA AI

GI Girish Pandit

Efficiency Ledger for very large models

If you’ve ever stared at a training dashboard showing “98% GPU utilization” while the run still finishes days later than it should, you’ve…

Dec 28, 2025 · 6 min read · 0 claps #llm #efficiency #large-language-models

AI

AL Allam Satyanarayana

Training ResNet18 on Document Classification: Lessons from RVL‑CDIP

Introduction

Dec 25, 2025 · 3 min read · 0 claps #artificial-intelligence #document-classification #model-training

HUM AI

PR Praveen Thenraj · summarAIze

E31 : Mixed Precision Training

Training the neural networks using half-precision floating point numbers(FP16) alongside adopting three techniques, nearly halves the…

Dec 10, 2025 · 5 min read · 1 claps #maching-learning #model-training #training-technique

AI SCI

MA Manushi Katipearachchi

Data Labeling: An Eye Opener to Data Science

Just a story of how data labeling became an eye opener for me ❤

Dec 07, 2025 · 4 min read · 19 claps #data-labelling #data-science #model-training

AI HUM MDA

AK Akashramesh

🎵 Predicting Spotify Song Popularity Using Machine Learning

By Akash Ramesh | M.Tech Artificial Intelligence Student, Amrita Vishwa Vidyapeetham

Nov 12, 2025 · 3 min read · 0 claps #spotify-playlist #spotify #machine-learning

AI

AK Akalanka Ekanayake

How to Train Your Own LoRA Model on SeaArt (No GPU Needed) — Step by Step

Updated for 2025: step-by-step, beginner-friendly, with video + detailed instructions

Oct 12, 2025 · 3 min read · 0 claps #ai-tools #model-training #midjourney

HUM AI TCH SCI

DE Deepankar Singh · AI-Enthusiast

Semi-Supervised Learning: Leveraging Unlabeled Data for Improved Models

In the world of machine learning, data is the essential fuel that powers predictive algorithms. However, acquiring labeled data can often…

Sep 17, 2025 · 6 min read · 356 claps paywalled #semi-supervised-learning #semi-structured-data #model-training

AI

SH Shreyas Dixit

Gradients and Parameters

Monitoring Models at Scale

Aug 04, 2025 · 14 min read · 2 claps #ai #model-training #gradient

RA Rahul Pandey · Stackademic

Training a RetinaNet for Custom Object Detection

Hi guys, after a long time I am back with a new blog. I know I am fairly inconsistent now a days compare to what I was doing previously. I…

Jun 02, 2025 · 8 min read · 15 claps #retinanet #python #object-detection

HUM AI

DE Declan Joyce

PCA vs t-SNE in Machine Learning

Explaining PCA and t-SNE and the differences between them.

Apr 07, 2025 · 0 min read · 0 claps #machine-learning #model-training #t-sne-visualization

TCH

NU Nursel Altın · Türkiye UP

Encoding : Zamanın Döngüselliği

Bu yazıda encoding ve tarih değerinin sinüs ve kosinüs dönüşümüyle encode edilme durumu üzerine yoğunlaştım.

Mar 20, 2025 · 4 min read · 33 claps paywalled #encode #label-encoding #one-hot-encoding

HUM AI

YU Yusuf Cangir

PyTorch vs TensorFlow? Hangisini Tercih Etmeliyiz ve Neden?

Derin öğrenme algoritmalarında en çok kullanılan 2 framework “Pytorch” ve “TensorFlow” , yapay zeka araştırmalarında ve endüstriyel…

Mar 07, 2025 · 2 min read · 52 claps #pytorch #tensorflow #deep-learning

AI HUM MDA

AM Amdnewaz

🧠✨ How Model Compression Works: Making AI Lighter, Faster, and Smarter ✨🧠

Artificial Intelligence (AI) is transforming industries, but as models grow larger and more complex, they become resource-hungry beasts…

Feb 03, 2025 · 4 min read · 0 claps #federated-learning #machine-learning #artificial-intelligence

AI LIF

NO Noel Benji · DevOps.dev

Optimizing YOLO Pose Annotations For Efficient Model Training

YOLO Pose, an extension of the YOLO family of models, is a cutting-edge solution for pose estimation tasks. Unlike traditional object…

Dec 24, 2024 · 14 min read · 0 claps #yolo #computer-vision #pose-detection

HUM AI TCH

MD mdshamsfiroz

Optimizers in Machine Learning: Powering the Learning Process

In the world of machine learning, optimizers play a crucial role in training models effectively. These algorithms are responsible for…

Oct 28, 2024 · 3 min read · 0 claps #optimiser #machine-learning #learning-process

HUM AI TCH

AT Atul Vaish · Deep Dive : Tensorflow with GPU(Cuda)

Trainable Parameters in XCEPTION Network with Keras Sample

As a Deep learning practitioner, I got to explore the first Keras sample application which was about to write a small xception network…

Aug 15, 2024 · 1 min read · 0 claps #neural-networks #model-training #tensorflow

AI

AI AI Brew

THIS is how LLM’s are fine-tuned in industry

…and why this increases the ROI.

Jul 20, 2024 · 4 min read · 0 claps #llm #large-language-models #ai-model