production logs
PulseAugur coverage of production logs — every cluster mentioning production logs across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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AI Training Data Pipeline: Extracting and Preparing Production Logs
This article details a method for creating a training set for fine-tuning AI models by extracting and processing data from production logs. It covers anonymization techniques, formatting the data for instruction tuning,…
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Building LLM Fine-Tuning Datasets From Production Logs
This article discusses the critical process of building effective fine-tuning datasets from production logs for large language models. It emphasizes that raw logs are not datasets and highlights the importance of select…
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Offline RL training on logs can be deceptive, study finds
Training AI models using production logs can be misleading, as a recent exploration into offline Reinforcement Learning (RL) revealed. The study found that relying solely on logged data can result in models that appear …