Mastering Fine-Tuning with LLMs
Language: English
Published by Independently Published, 2024
- Softcover
- New
Seller: Rarewaves.com UK, London, United KingdomRarewaves.com UK
AbeBooks seller since June 11, 2025
Condition: New
£ 11.27
Quantity: Over 20 available
Add to basketSeller Inventory # LU-9798334013476
- Title
- Mastering Fine-Tuning with LLMs
- Author
- Anand Vemula
- Publisher
- Independently Published
- Publication year
- 2024
- Condition
- New
- Binding
- Paperback
- Language
- English
- ISBN 13
- 9798334013476
- Item weight
- 141 grams
- Dimensions
- 15.24 x 0.56 x 22.86 cm
Mastering Fine-Tuning with LLMs: From Basics to Advanced Techniques" provides a comprehensive guide to optimizing large language models (LLMs) for various applications. This book is designed for data scientists, machine learning engineers, and AI enthusiasts who want to harness the power of fine-tuning to enhance LLMs' performance and adapt them to specific tasks.
The book is structured into eight parts, each focusing on different aspects of fine-tuning LLMs. It begins with an introduction to large language models, including their evolution, key concepts, and applications such as natural language understanding, text generation, and conversational AI.
Part II delves into the fundamentals of fine-tuning, covering essential topics like data preparation, setting up the fine-tuning environment, and understanding the differences between pre-training and fine-tuning.
In Part III, the book explores various fine-tuning techniques, including supervised, unsupervised, and self-supervised learning, along with transfer learning and domain adaptation. It provides step-by-step guides and case studies to illustrate how these techniques can be applied in real-world scenarios.
Part IV focuses on advanced fine-tuning strategies, such as hyperparameter tuning, handling imbalanced and limited data, and optimizing training performance. It offers practical advice on managing computational resources and improving efficiency.
Part V addresses evaluating and validating fine-tuned models, discussing evaluation metrics, validation techniques, and error analysis to ensure model reliability and performance.
Part VI covers deployment and maintenance, including strategies for deploying models in production, monitoring performance, and updating models to adapt to new data.
In Part VII, the book delves into ethical considerations and cost management, emphasizing the importance of fairness, transparency, and cost-effective practices in AI development.
Finally, Part VIII presents hands-on projects and case studies, allowing readers to apply their knowledge in practical scenarios. The book concludes with a look at future trends in LLM fine-tuning and the evolving role of LLMs in AI.
"Synopsis" may belong to another edition of this title.
Rarewaves.com UK
London, United Kingdom
AbeBooks seller since June 11, 2025
Shipping rates from United Kingdom to U.S.A.
| Item | 60 to 60 business days | 60 to 60 business days |
|---|---|---|
| First item | £ 65.00 | £ 100.00 |
Payment methods
Seller's business information
RAREWAVES.COM LIMITED
Elsley Court, 20-22 Great Titchfield Street
London, United Kingdom W1W 8BE
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to Rarewaves.com UK, Unit 144 The Lightbox, 111 Power Road, W4 5PY, London, London, United Kingdom, without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.
Shipping terms
Please note that we do not offer Priority shipping to any country.
We currently do not ship to the below countries:
Russia
Belarus
Ukraine
Please do not attempt to place orders with any of these countries as a ship to address - they will be cancelled.