LLMOps
Managing Large Language Models in Production
$152.95
- Paperback
281 pages
- Release Date
22 July 2025
Summary
Here’s the thing about large language models: they don’t play by the old rules. Traditional MLOps completely falls apart when you’re dealing with GenAI. The model hallucinates, security assumptions crumble, monitoring breaks, and agents can’t operate. Suddenly you’re in uncharted territory. That’s exactly why LLMOps has emerged as its own discipline.
LLMOps: Managing Large Language Models in Production is your guide to actually running these systems when real users and real money are …
Book Details
| ISBN-13: | 9781098154202 |
|---|---|
| ISBN-10: | 1098154207 |
| Author: | Abi Aryan |
| Publisher: | O'Reilly Media |
| Imprint: | O'Reilly Media |
| Format: | Paperback |
| Number of Pages: | 281 |
| Release Date: | 22 July 2025 |
| Weight: | 496g |
| Dimensions: | 233mm x 178mm |
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About The Author
Abi Aryan
Abi Aryan is the founder of Abide AI and a machine learning research engineer with nearly a decade of experience building production-level ML systems. A mathematician by training, she previously served as a visiting research scholar at the Cognitive Systems Lab at UCLA, under Dr. Judea Pearl, where she focused on developing intelligent agents.
Abi has authored research papers in AutoML, multi-agent systems, and large language models, and actively reviews for leading research conferences and workshops, including NeurIPS, ACL (Association for Computational Linguistics), EMNLP (Empirical Methods in Natural Language Processing), and AABI (Advances in Approximate Bayesian Inference). She is currently advancing research in reflective intelligence in AI agents, distributed self-healing protocols for multi-agent systems, and GPU engineering for very large-scale AI systems.
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