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ML Ops Articles

Explore real-world engineering experiences from top tech companies.

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Trending Posts

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Pinterest logoPinterest

Making User-Sequence Data More Cost-Efficient, Faster, and Easier to Use

9 views2026-05-21
#2
The Hacker News logoThe Hacker News

Agent AI is Coming. Are You Ready?

9 views2026-05-20
#3
Hugging Face logoHugging Face

Specialization Beats Scale: A Strategic Variable Most AI Procurement Decisions Overlook

6 views2026-05-22
#4
Google Cloud logoGoogle Cloud

The agentic era: Architecting the blueprint for mission impact across the public sector

6 views2026-05-19
#5
CSS-Tricks logoCSS-Tricks

The State of CSS Centering in 2026

4 views2026-05-22
#6
Databricks logoDatabricks

Pharma launch analytics: How to compress the first 90 days and win the three years that follow

3 views2026-05-23

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Hugging Face logoHugging Face
11 min read
Machine Learning•2026-04-16

Ecom-RLVE: Adaptive Verifiable Environments for E-Commerce Conversational Agents

The paper extends RLVE framework to multi-turn e-commerce conversations, presenting EcomRLVE-GYM for training shopping agents with algorithmically verifiable rewards.

Pinterest logoPinterest
71 min read
Machine Learning•2026-04-13

Scaling Recommendation Systems with Request-Level Deduplication

Pinterest shares their technique of request-level deduplication to manage infrastructure costs when scaling recommendation systems with 100x increased model parameters.

pinterest
machine-learning
infrastructure
engineering
recommendation-system
Google Cloud logoGoogle Cloud
54 min read
Machine Learning•2026-04-10

Behind the Analysis with Google Cloud and Team USA: Architecting AI infrastructure for U.S. Winter Olympians

Team USA built an AI pose estimation system with Google Cloud for Winter Olympics athlete analysis.

AI & Machine Learning
Customers
Media & Entertainment
Hugging Face logoHugging Face
01 min read
Machine Learning•2026-04-09

Waypoint-1.5: Higher-Fidelity Interactive Worlds for Everyday GPUs

Waypoint-1.5 is Overworld's next-generation real-time video world model designed to bring interactive generative worlds to consumer hardware.

Hugging Face logoHugging Face
01 min read
Machine Learning•2026-04-08

Safetensors is Joining the PyTorch Foundation

Safetensors, a secure model serialization format, has joined the PyTorch Foundation as a vendor-neutral community project.

Google logoGoogle
21 min read
Machine Learning•2026-04-07

TorchTPU: Running PyTorch Natively on TPUs at Google Scale

TorchTPU is Google's native PyTorch integration for TPUs, enabling high-performance ML workloads on custom ASIC hardware with minimal code changes.

Hugging Face logoHugging Face
01 min read
Machine Learning•2026-04-01

Falcon Perception

Falcon Perception is a 0.6B-parameter early-fusion Transformer for open-vocabulary object grounding and segmentation from natural language prompts.

Hugging Face logoHugging Face
01 min read
Machine Learning•2026-03-31

Training mRNA Language Models Across 25 Species for $165

OpenMed built an end-to-end mRNA optimization pipeline that trains transformer language models for codon optimization across 25 species, comparing architectures to achieve state-of-the-art biological codon preference prediction.

Google logoGoogle
121 min read
Machine Learning•2026-03-31

Boost Training Goodput: How Continuous Checkpointing Optimizes Reliability in Orbax and MaxText

This post introduces continuous checkpointing in Orbax and MaxText, a feature designed to maximize training reliability and I/O utilization with minimal performance overhead.

Lyft logoLyft
121 min read
Machine Learning•2026-03-30

Predicting Rider Conversion in Sparse Data Environments with Bayesian Trees

This post describes how Lyft built a Bayesian hierarchical tree model to predict rider conversion in real-time under sparse data conditions.

machine-learning
data-science
ridesharing
transportation
statistics
Databricks logoDatabricks
131 min read
Machine Learning•2026-03-25

Tevogen Bio’s Journey to Streamlining Life-Saving Therapies

Tevogen Bio partnered with Microsoft and Databricks to accelerate drug discovery using AI and large-scale data engineering.

Industries
Healthcare & Life Sciences
Airbnb logoAirbnb
111 min read
Machine Learning•2026-03-24

What COVID did to our forecasting models (and what we built to handle the next shock)

Airbnb explains how COVID broke their booking-to-trip forecasting models and the architectural changes they built to handle structural data shifts.

technology
data-modeling
machine-learning
data-science
engineering