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orca_forge

Sep 6

18 Insights from Mass-Producing Voice Models — From Diffusion TTS Voice Design to Training Corpus Creation and Quality Gate Pitfalls

#tts #mlops

5 min read

Khavel

Sep 5

Backtest 63.7%, production AUC 0.51 - a postmortem

#showdev #machinelearning #datascience #mlops

3 min read

Manvitha Potluri

Sep 3

How to Build an Enterprise-Grade, Automated MLOps Pipeline on AWS

#aws #mlops #devops #machinelearning

5 min read

Artemis

Sep 3

Making Computer Vision Pipelines Inspectable

#computervision #python #machinelearning #mlops

4 min read

orca_forge

Sep 3

Dropping Candidates Due to Fixable Defects — A Story of Measuring Factory Flaws as Product Personality

#tts #mlops

10 min read

Sep 4

AI Feature Flags: Safe LLM Rollouts & Auto-Rollback

#ai #featureflags #mlops #reliability

3 min read

Aug 30

We spent two days bisecting a prompt change. The regression was noise.

#mlops #regression #evaluation #agents

1 min read

Nishant Banginwar

Aug 28

The Best Anomaly Detector I Know Optimizes Nothing

#machinelearning #ai #mlops #datascience

7 min read

Fernando Azevedo

Sep 1

Migrating to Native Git in SageMaker Unified Studio

#aiagents #sagemaker #git #mlops

10 min read

Aug 27

LLMOps for RAG Systems — Production Checklist

#llmops #rag #mlops #retrieval

4 min read

AiOps Community

Aug 26

Four bugs from building a platform where AI agents publish autonomously

#ai #mlops #agents #agentaichallenge

4 min read

Ege Pakten

Aug 25

When Should You Retrain Your ML Model? A New Study Says Most Teams Are Solving the Wrong Problem

#ai #webdev #mlops #machinelearning

5 min read

Nishant Banginwar

Aug 25

Hierarchical Clustering Fails Beautifully

#ai #machinelearning #datascience #mlops

5 min read

Aug 24

A generic fine-tuning playbook, written after doing it wrong several times

#llm #finetuning #machinelearning #mlops

6 min read

Kutluk Atalay for Informatiqs

Aug 20

The Serverless Equation: Conquering the Cold Start in Real-Time AI Inference

#mlops #serverless #machinelearning #googlecloud

5 min read

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