Domain-Specific Small Language Models (MEAP) by Guglielmo Iozzia(.PDF)
File Size: 17.5 MB
Domain-Specific Small Language Models (MEAP V5) by Guglielmo Iozzia
Requirements: .ePUB, .PDF reader, 17.5 MB
Overview: Bigger isn’t always better. Train and tune highly focused language models optimized for domain specific tasks. When you need a language model to respond accurately and quickly about a specific field of knowledge, the sprawling capacity of a LLM may hurt more than it helps. Domain-Specific Small Language Models teaches you to build generative AI models optimized for specific fields. Perfect for cost- or hardware-constrained environments, Small Language Models (SLMs) train on domain specific data for high-quality results in specific tasks. In Domain-Specific Small Language Models you’ll develop SLMs that can generate everything from Python code to protein structures and antibody sequences—all on commodity hardware. For Machine Learning engineers familiar with Python.
Genre: Non-Fiction > Tech & Devices
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