ISBN: 9798182313315 - fine-tuning large language models: from custom datasets to high-performance ai models using modern toolchains (3 Ergebnisse)

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Taschenbuch. Zustand: Neu. Neuware - Are your prompts not cutting it anymore Fine-tuning is the next level. This hands-on guide takes you from zero to deploying your owncustom-trained large language model using real code, modern tools, >Whether you want to build a medical assistant, legal document analyzer, coding AI, or customer support bot, this book gives you the exact>What you'll learn: - How fine-tuning differs from prompt engineering and RAG and when to use each- LoRA and QLoRA: fine-tune powerful models on a single GPU- How to collect, clean, and format high-quality instruction datasets- Supervised Fine-Tuning (SFT), RLHF, and Direct Preference Optimization- Advanced techniques: mixed precision, gradient checkpointing, multi-GPU training- How to evaluate, quantize, and deploy your model to production- Safety, bias mitigation, and responsible AI practices- 14 chapters of step-by-step projects including a chatbot, >This is not a theory book. Every chapter includes working Python codeusing Hugging Face Transformers, PEFT, TRL, and modern open-source>By the end, you won't just understand fine-tuning you'll have built>Perfect for: ML engineers, Python developers, data scientists, andanyone ready to move beyond ChatGPT and take control of their AI stack.…

Taschenbuch. Zustand: Neu. Fine-Tuning Large Language Models | From Custom Datasets to High-Performance AI Models Using Modern Toolchains | Arthur Weber | Taschenbuch | Englisch | 2026 | Amazon Digital Services LLC - Kdp | EAN 9798182313315 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu. …