About this ebook
Unlock the Real Power of AI — Build Your Own Domain-Specific LLMsIn the age of powerful foundation models like Llama 3.1, Mistral, and Gemma, generic AI is no longer enough. The true competitive edge comes from fine-tuning these models to excel at your specific tasks — whether in medicine, law, finance, customer support, coding, or enterprise applications.Fine-Tuning LLMs by Fatima Ahmad is your complete, hands-on guide to transforming open-source large language models into specialized, high-performance AI systems using Python.What You'll Master Inside:Modern Fine-Tuning Techniques: Full parameter fine-tuning, LoRA, QLoRA, DoRA, and advanced Parameter-Efficient Fine-Tuning (PEFT) methods that let you train massive models on consumer and mid-range GPUs.Data Mastery: How to collect, clean, prepare, and augment high-quality custom datasets — the real secret behind exceptional model performance.Alignment & Human Preferences: Complete coverage of RLHF, DPO, and advanced alignment techniques to make your models safer, more reliable, and better at following instructions.Production-Ready Skills: Model evaluation, optimization, scaling best practices, and deploying domain-specific AI models into real-world applications.Practical Case Studies: Real-world examples across multiple industries showing how to create truly useful, specialized AI.Whether you're a machine learning engineer, AI developer, data scientist, or a software engineer breaking into AI, this book delivers clear explanations, step-by-step code examples, and battle-tested workflows using the latest tools — Hugging Face Transformers, PEFT, TRL, BitsAndBytes, Axolotl, and more.Why Readers Are Buying This Book:Stop wasting money on expensive API calls — build smaller, faster, cheaper, and more accurate models tailored to your needs.Gain practical skills that top AI professionals use in 2026.Learn efficient techniques that make fine-tuning 7B to 70B+ models accessible without requiring a supercomputer.If you want to move beyond prompting and truly own your AI capabilities, this is the definitive practical handbook you've been looking for.Take your AI expertise to the next level — download Fine-Tuning LLMs today.
Unlock the Real Power of AI — Build Your Own Domain-Specific LLMsIn the age of powerful foundation models like Llama 3.1, Mistral, and Gemma, generic AI is no longer enough. The true competitive edge comes from fine-tuning these models to excel at your specific tasks — whether in medicine, law, f...
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