⚙️ MLOps - aibrain0x01 · Scour

Model Packaging Tools Every MLOps Engineer Should Know 🔥PyTorch

freecodecamp.org·3d

MLOps in 2026: What Is It and Why Should You Care? 🧠Machine Learning

flexiana.com·18h

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

arxiv.org·3h

Mastering MLflow with Stochastic Gradient Descent: A Complete Guide to Diabetes Regression 🧠Machine Learning

pub.towardsai.net·1d

Why Most ML Models Die After the Notebook (And How to Fix It) 📝LLMs

photokheecher.medium.com·14h

Vulnerabilities in Mlflow software 📝LLMs

cert.pl·2d

Dockerizing ML Models: A Data Engineer’s Guide to Model Serving 🧠Machine Learning

medium.com

·4d

Benchmarking LLMs with Marimo Pair 📝LLMs

ericmjl.github.io·9h·Hacker News

Deep Dive into Google Cloud Pub/Sub Single Message Transforms and AI Inference 📝LLMs

medium.com·2d

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

github.com·16h·Hacker News

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

medium.com·6d

Own your AI. Optimized down to the kernel 📱Edge AI

runinfra.ai·2d·Hacker News

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

medium.com·6h

Show HN: Pre-training, fine-tuning, and evals platform ✨Generative AI

oumi.ai·6d·Hacker News

Awesome Open Source AI ✨Generative AI

awesomeosai.com·5d·r/SideProject

The case for Model-as-a-Service over self-managed inference 📝LLMs

news.ycombinator.com·3d·Hacker News

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

arxiv.org·3h

PacifAIst/Quansloth: Based on the implementation of Google's TurboQuant (ICLR 2026) — Quansloth brings elite KV cache compression to local LLM inference. Quansloth is a fully private, air-gapped AI server that runs massive context models natively on consumer hardware with ease 📝LLMs

github.com·2d·Hacker News

benchmarking inference of popular models on consumer hardware 🔥PyTorch

inferena.tech·5d·Hacker News

Inference Arena – new benchmark of local inference and training 📱Edge AI

kvark.github.io·4d·Hacker News

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