Machine Learning
2 articles about machine learning.
sPipe: Hybrid GPU and CPU Pipeline for Training LLMs Under Memory Pressure
·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
·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
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