🔧 MLOps - abhik · Scour

Dockerizing ML Models: A Data Engineer’s Guide to Model Serving 🚀Inference

medium.com

·4d

Fast Heterogeneous Serving: Scalable Mixed-Scale LLM Allocation for SLO-Constrained Inference 🚀Inference

arxiv.org·6h

Mastering MLflow with Stochastic Gradient Descent: A Complete Guide to Diabetes Regression 🚀Inference

pub.towardsai.net·1d

MLOps in 2026: What Is It and Why Should You Care? 🤖AI Engineering

flexiana.com·21h

The case for Model-as-a-Service over self-managed inference 🚀Inference

news.ycombinator.com·3d·Hacker News

Why Most ML Models Die After the Notebook (And How to Fix It) 🚀Inference

photokheecher.medium.com·17h

Benchmarking LLMs with Marimo Pair 🚀Inference

ericmjl.github.io·12h·Hacker News

Model Packaging Tools Every MLOps Engineer Should Know 🚀Inference

freecodecamp.org·3d

How I Built a Fine-Tuned Medical AI App and Deployed It End-to-End on AWS 🚀Inference

medium.com·9h

milanm/AutoGrad-Engine: A complete GPT language model (training and inference) in ~600 lines of pure C#, zero dependencies 🧠LLMs

github.com·19h·Hacker News

Inference Arena – new benchmark of local inference and training 🚀Inference

kvark.github.io·4d·Hacker News

benchmarking inference of popular models on consumer hardware 🚀Inference

inferena.tech·5d·Hacker News

Show HN: Pre-training, fine-tuning, and evals platform 🤖AI Engineering

oumi.ai·6d·Hacker News

CAKE: Cloud Architecture Knowledge Evaluation of Large Language Models 🧠LLMs

arxiv.org·2d

I Built a Production MLOps Platform from Scratch : Kubeflow, Kafka, Terraform, and Live on GCP ☸️Kubernetes

medium.com·6d

LLM inference engine from scratch in C++ 🚀Inference

anirudhsathiya.com·4d·Hacker News

Overcoming inference challenges 🚀Inference

redhat.com·3d

Automate Your Data + ML Pipelines With Apache Airflow 🌊Data Streaming

gitanjalisoni.medium.com·5d

Awesome Open Source AI 🗄️Vector Databases

awesomeosai.com·5d·r/SideProject

Blink: CPU-Free LLM Inference by Delegating the Serving Stack to GPU and SmartNIC 🚀Inference

arxiv.org·6h

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