Machine Learning

3 articles about machine learning.

sPipe: Hybrid GPU and CPU Pipeline for Training LLMs Under Memory Pressure

April 9, 2026·12 min read

How sPipe combines GPU and CPU resources in a hybrid pipeline to train large language models when GPU memory is limited. Architecture, offloading strategies, and practical benchmarks.

spipellm-traininggpu-memorypipeline-parallelismcpu-offloadingmachine-learning

Imitation Learning vs ACT - Why the Difference Matters for AI Agents

March 18, 2026·2 min read

ACT-style training lets agents evaluate their own actions and generalize beyond demonstrations. Understanding the why behind actions is what separates

imitation-learningactagent-traininggeneralizationmachine-learning

Top 7 Data Quality Practices Every ML Team Needs

March 18, 2026·2 min read

Data quality is the foundation of every successful ML project. Here are 7 practical data quality practices that separate shipping teams from struggling ones.

data-qualitymachine-learningml-opsbest-practicesai

Machine Learning

sPipe: Hybrid GPU and CPU Pipeline for Training LLMs Under Memory Pressure

Imitation Learning vs ACT - Why the Difference Matters for AI Agents

Top 7 Data Quality Practices Every ML Team Needs

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