SKU: 71526245444

Napkin ring holders, vintage napkin rings, birthday napkin rings, hand forged napkin rings, rustic napkin rings, dining,rustic dining table

$161.28 $179.20
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Description

Napkin ring holders, vintage napkin rings, birthday napkin rings, hand forged napkin rings, rustic napkin rings, dining,rustic dining tableNapkin ring holders, vintage napkin rings, birthday napkin rings, hand forged napkin rings, rustic napkin rings, dining,rustic dining table Are you looking for a nice napkin rings set? A gift set? Or just a home decor? Here is a set of 6 hand forged napkin rings. They are perfect for the natural wedding dining decor, Christmas decor, table decor, iron anniversary gift. They will decorate any table. They will last forever! Size: internal length 3. 5 cm

Napkin ring holders, vintage napkin rings, birthday napkin rings, hand forged napkin rings, rustic napkin rings, dining,rustic dining table

Are you looking for a nice napkin rings set? A gift set? Or just a home decor?
Here is a set of 6 hand forged napkin rings.
They are perfect for the natural wedding dining decor, Christmas decor, table decor, iron anniversary gift. They will decorate any table. They will last forever!

Size:
internal length - 3.5 cm (1.38")

The price is given for a set of 6 napkin rings. If you need other quantity, please contact me.

Color: virgin iron, lacquered.

A nice gift for wedding anniversaries (6th, 11th), wedding party, rustic wedding, birthday, Valentine's Day, Mother's Day, Christmas and for many other gifting occasions!

Add charm to your house with one of these cute crafts!

I can send it to any country.

CUSTOMIZATION
Custom orders are welcome (different color, size, content). I can do the same art object with different sizes and colors. There can be any quantity ordered, in bulk option is possible - the more you buy, the less price for a napkin ring is.

I keep usually 1 set always available. If on the moment of your order it will not be available, please allow 7 - 10 days for its making.

SPECIAL DISCOUNTS FOR YOU:
If you order two any items from my shop in one order, you will have 10% discount off the order price. If you order three any items from my shop in one order, you will have 15% discount off the order price.
If you liked this item in my shop and you are about to order only one item from my shop but you are not sure about the price, please drop me an e-mail and I will try to arrange a special discount for the chosen by you item. I would want you to buy an item you liked in my shop.

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Napkin ring holders, vintage napkin rings, birthday napkin rings, hand forged napkin rings, rustic napkin rings, dining,rustic dining table

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Exchange/Return Notes
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SKU: 71526245444

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4.6 ★★★★★
Based on 8 reviews
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Product Reviews
N
Nader
Houston, US
★★★★★ 1
Light on substance and heavy on flaws
Format: Paperback
The book has a great list of topics, but fails to provide much substance any of them. Most of the provided code is just comments that avoid the actual crux of the issues being discussed. (e.g. #implement the logic to validate XYZ - while the whole point of this chapter is teach how the heck we validate XYZ!) Some parts are plain wrong, for example the part on Graph based RAG is fundamentally flawed as it assumes the text embedding and the graph embedding are in the same latent space. (This is one of many more examples). Seems like the book was rushed, and the author has limited hands on experience (if any). At least we know based on the amount of flaws that it was not written by an LLM
WAS THIS REVIEW HELPFUL?YesReportShare
Reviewed in the United States on December 31, 2025
N
noam barkay
Birmingham, US
★★★★★ 5
Excellent book to truly understand LLM design patterns
Format: Paperback
I just finished reviewing Ken Huang's pocket book on LLM Design Patterns, and WOW what an amazing resource! This book is excellent if you want to truly understand how to create and enhance intelligent AI language models, all that in your pocket! Ken makes the difficult things seem surprisingly easy, and that's the real MAGIC. - How to prepare your data for training by making it extremely clean. Developing the brains: the practical aspects of training, optimizing, and maintaining your models. - Learn amazing prompting techniques (such as Chain-of-Thought and Tree-of-Thoughts) to improve your AI's reasoning and problem-solving abilities. Learn everything there is to know about RAGs so that your LLM can incorporate outside expertise. - It also delves into creating "agentic" AI that is capable of action and planning (not only simple plan and execute but also enhanced techniques like ReWoo!) Really, this feels like a useful toolkit, so Ken thank you for that resource Thanks, Idan Habler
WAS THIS REVIEW HELPFUL?YesReportShare
Reviewed in the United States on June 9, 2025
R
Ryan Meyer
Cuba, US
★★★★★ 3
A Broad Overview, But Light on Modern Fine-Tuning
Format: Paperback
I'm currently really interested in fine-tuning LLMs and recently completed my first LoRA-based fine-tuning on a quantized model. I came to this book looking for more detail on fine-tuning. While it touches on the topic, I found the content didn’t quite align with the current state of the field in 2025. Techniques like LoRA, QLoRA, and PEFT weren’t really covered, and the material leaned more toward what I think are older or lower level approaches. That made it harder to connect with what I’m actually working on. That said, when I shifted to other chapters — like the sections on prompt engineering techniques such as Chain of Thought (CoT) and Tree of Thought (ToT) — I found more value. These sections were clearer, and I picked up a few practical insights, like using few-shot examples that walk through the CoT reasoning process. That’s not something I’ve tried before, and I can see how it might help smaller models that struggle with any type of reasoning tasks. Overall, the book feels more like a broad overview of all LLM concepts. For someone exploring many topics across the LLM ecosystem, it offers a wide-ranging introduction. But for readers like me who are actively trying to learn and apply techniques like fine-tuning and quantization, it may leave you wanting up-to-date guidance.
WAS THIS REVIEW HELPFUL?YesReportShare
Reviewed in the United States on August 10, 2025
V
Vineeth Sai
Chelsea, US
★★★★★ 5
Great foundation read for security!
Format: Paperback
This book is a great read! It builds a strong foundation and I would highly recommend it for builders who are interetsed in building on LLMs and ensuring everything is secure. Security is super important and this book does it justice!
WAS THIS REVIEW HELPFUL?YesReportShare
Reviewed in the United States on June 27, 2025
C
Verified Purchase
CL
Draper, US
★★★★★ 5
Loved it
Format: Paperback
I’ve easily read dozens of tech books. I liked this one a lot. Sure, there were boring parts, but most of it was engaging, especially on dry subjects. I previously read “How AI Works” and found this more informative and way more enjoyable. I got through the 700 pages in about 5 weeks while also learning about probability and linear algebra from other books and online sources. I’d love to read something more advanced by the author, maybe getting into more modern applications. I feel more comfortable with the subject and feel I am now ready to conquer more advanced texts. I initially picked this up to give me some background before reading “How to Build a LLM (from scratch)”. I’ve ordered an intermediary Deep Learning with Python book as well, but wouldn’t mind a more advanced theory book to accompany these books. I’ll definitely be rereading sections of this book to further familiarize myself with topics like backpropagation. Highly recommend if you’re looking for a gentle, but broad introduction to the topic.
WAS THIS REVIEW HELPFUL?YesReportShare
Reviewed in the United States on November 14, 2025

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