- Početna stranica /
- Knjige /
- Računala i tehnologija /
- Računalna znanost /
- AI & Machine Learning /
- Natural Language Processing /
- Domain-Specific Small Language Models: Effici...
0 ratings
Stavka #:
154097932
Domain-Specific Small Language Models: Efficient AI for local deployment
Stavka #:
154097932
€ 52
Price Details
Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )
*All items will import from SAD
0 ratings
Napišite recenziju
Na lageru
Uvezeno iz USA trgovine
QTY:
Naručite sada i dobijte ga oko Srijeda, Listopad 07
Secured transaction
Ubuy works hard to protect your security and privacy. Our advanced payment security system ensures confidentiality by encrypting your information during transmission using AES (Advanced Encryption Standards) and SSL (Secure Socket Layer) protocols. Your payment details are 100% secure as we do not share your payment details with third party sellers.
Our Top Logistics Partners
Fast
Shipping
Free
Return*
Secure Packaging
100% Original Products
PCI DSS Compliance
ISO 27001 Certified
Note: Step Down Voltage Transformer required for using electronics products of SAD store (110-120). Recommended power converters Kupi sada.
Detalji o proizvodu
- Get the eBook free when you register your print book at Manning.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. This book 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 this book you’ll develop SLMs that can generate everything from Python code to protein structures and antibody sequences—all on commodity hardware.In Domain-Specific Small Language Models you’ll discover:• Model sizing best practices• Open source libraries, frameworks, utilities and runtimes• Fine-tuning techniques for custom datasets• Hugging Face’s libraries for SLMs• Running SLMs on commodity hardware• Model optimization or quantizationForeword by Matthew R. Versaggi.About the technologySmall-footprint language models trained on custom data sets and hosted locally can perform as well as large generalist models in speed and accuracy, often at a fraction of the cost. Domain-Specific Small Language Models shows you how to build privacy-preserving and regulation-compliant SLMs for agentic systems, specialist applications, and deployment on the edge.About the bookThis is a practical book that shows you how to adapt pretrained open source models to your domain using transfer learning and parameter-efficient fine-tuning. You’ll learn to minimize cost through optimization and quantization, develop secure APIs to serve your models, and deploy SLMs on commodity hardware—including small devices. The hands-on examples include integrating SLMs into RAG systems and agentic workflows.What's inside• ONNX and other quantization methods• Integrate SLMs into end-to-end applications• Deploy SLMs on laptops, smartphones, and other devicesAbout the readerFor AI engineers familiar with Python.About the authorGuglielmo Iozzia is a Director of AI and Applied Mathematics at Merck & Co. and a Distinguished Member of the American Society for Artificial Intelligence. He specializes in AI biomedical applications.The technical editor on this book was Riccardo Mattivi.Table of ContentsPart 11 Small language modelsPart 22 Tuning for a specific domain3 End-to-end transformer fine-tuning4 Running inference5 Exploring ONNX6 Quantizing for your production environmentPart 37 Generating Python code8 Generating protein structuresPart 49 Advanced quantization techniques10 Profiling insights11 Deployment and serving12 Running on your laptop13 Creating end-to-end LLM applications14 Advanced components for LLM applications15 Test-time compute and small language models
| Publisher | Manning Publications |
| Publication date | May 26, 2026 |
| Language | English |
| Print length | 376 pages |
| ISBN-10 | 1633436705 |
| ISBN-13 | 978-1633436701 |
| Item Weight | 12.7 ounces (360.05 grams) |
| Dimensions | 7.38 x 0.94 x 9.25 inches (18.7 x 2.4 x 23.5 cm) |
OPIS PROIZVODA
Imate li pitanja? Cavrljajte s nama
Pitanja i odgovori kupaca
-
pitanje:
Kako kupovati Domain-Specific Small Language Models: Efficient AI online od Ubuya?
odgovor: Jednostavno je kupovati Domain-Specific Small Language Models: Efficient AI online s Ubuya.. Samo trebate potražiti proizvod, odabrati način dostave tijekom odjave i dobiti ga na svoju lokaciju. -
pitanje:
Je li Domain-Specific Small Language Models: Efficient AI dostupan za online kupnju u Croatia?
odgovor: Da, na Ubuyu Croatia ovaj proizvod vam je dostupan za kupnju po razumnoj cijeni.. Domain-Specific Small Language Models: Efficient AI nije dostupan lokalno, ali možete nam povjeriti naše usluge ekspresne dostave. -
pitanje:
Koliko dugo je potrebno da dobijete proizvod nakon narudžbe?
odgovor: Vrijeme isporuke vašeg naručenog proizvoda ovisi o tome što ste naručili i načinu dostave koji ste odabrali.. Predviđeno vrijeme dostave navedeno je tijekom procesa naplate, stoga budite bezbrižni prilikom kupovine.
Natural Language Processing Editorial Review
Nije pronađena urednička recenzija
Customer Reviews & Ratings
31 ocjene kupaca
-
5 zvjezdica
91%
-
4 zvjezdica
4%
-
3 zvjezdica
5%
-
2 zvjezdica
0%
-
1 zvjezdica
0%
Recenzirajte ovaj proizvod
Podijelite svoje misli s drugim kupcima
Customers also viewed these products
Product Price History
Važne informacije
- Ograničenja: imajte na umu da jamstvo možda ne vrijedi za proizvode koji se dostavljaju u inozemstvo; servis možda neće biti dostupan; priručnici proizvoda, upute i sigurnosna upozorenja možda nisu na jeziku zemlje odredišta; proizvodi (i prateći materijali) možda nisu u skladu sa standardima, specifikacijama i zahtjevima za označavanje zemlje odredišta; proizvod možda nije usklađen s naponom struje i drugim električnim standardima (zbog čega će možda trebati adapter ili pretvarač). Primatelj je odgovoran za provjeru može li proizvod prema važećim zakonima biti uvezen u zemlju odredišta. Kad naručujete od Ubuya ili njegovih partnera, primatelj se smatra registriranim uvoznikom i mora se pridržavati svih zakona i propisa zemlje odredišta.
- Svi proizvodi navedeni na Ubuyu nisu za prodaju, jer je Ubuy globalna tražilica. Proizvodi podliježu propisima o izvozu i trgovini.
€ 52
Naručite sada i dobijte ga oko Srijeda, Listopad 07
This item is not restrict in my country.(Please click on above link if this item is not restrict in your country, So our team will review and allow.)
QTY:
Secured transaction
PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.
Our Top Logistics Partners
Fastest cross-border delivery
Ubuy Assurance
Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns *, and secure packaging on every order.