📣 Deal of the Day 📣 Apr 9 Save 45% TODAY ONLY! Rearchitecting LLMs & selected titles: hubs.la/Q04bf8_j0 Structural techniques for efficient models. @PereMartra #LLMs #LLMOptimization #SLMs #TinyLLMs #Gemma #Qwen #Llama3 #ModelPruning #KnowledgeDistillation #EfficientLLMs #ModelCompression #StructuredPruning #ModelOptimization This book turns research from the latest AI papers into production-ready practices for domain-specific model optimization. As you work through this practical book, you’ll perform hands-on surgery on popular open-source models like Llama-3, Gemma, and Qwen to create cost-effective local small language models (SLMs). Along the way, you’ll learn how to combine behavioral analysis with structural modifications, identifying and removing parts that don’t contribute to your model’s goals, and even use “fair pruning” to reduce model bias at the neuron level.

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