?? Exciting News: My First Book is Here!! ??
I'm thrilled to announce the release of my book "LLM Reliability: Optimizing performance, reducing hallucinations, and mitigating bias" as a Manning Publications Co. Early Access Program (MEAP) title! ?? It's out for early access now. I've been an avid reader of Manning books since college, so it's been amazing to work with the incredible Manning team on this book.
I started working in the LLM space back in 2018, long before ChatGPT was a thing. When Manning reached out, I decided to write this book because I wished a resource existed especially right now!
The field is evolving rapidly, and there's a constant need for up-to-date, practical guidance on deploying LLMs in production environments.
As the CTO and Co-founder of Persana AI, I've witnessed firsthand the challenges of building an AI company. Through conversations with industry leaders at Fortune 500 companies and cutting-edge AI startups, I've gained comprehensive insights into the hurdles of transitioning LLM prototypes into production-ready systems.
This book bridges the critical gap between proof-of-concept and enterprise-grade LLM applications, covering:
- Productionizing LLMs: Overcoming challenges of scaling from prototype to production
- Advanced techniques like Retrieval Augmented Generation (RAG) and intelligent agents using LangChain
- Strategies for building reliable agents and reducing hallucinations
- Cutting-edge approaches: Chain of Thought, Tree of Thought, and LLM as a Judge, and many more
- Techniques for mitigating bias, fine-tuning strategies and monitoring techniques for ensuring high-quality outputs in production
- Real-world case studies from LLM companies, e-commerce, healthcare, and legal tech and more
?? Whether you're at a startup or a Fortune 500 company, this book equips you with the skills to navigate the complexities of LLMs in production, informed by insights from both industry leaders and innovative newcomers.
A huge thank you to the experts and companies in this space for our insightful conversations. Your innovations and challenges have deeply informed this book's content.
Special thanks to
- The Manning team - Brian Sawyer, Stjepan Jurekovic, Robin Campbell, Michael Wang, CFA and many more for championing this
- LLM experts and companies in this space for insightful conversations - Medha Basu from Defog.ai (YC W23) , Sourabh Agrawal Shikha Mohanty from UpTrain (YC W23), Shiv Sakhuja from Athina AI (YC W23),
- Reviewers - Andrew Freed from IBM Watson, Giovanni Alzetta, Ph.D., Astha Puri, AI leader at CVS.
- Early readers and reviewers Sumit P. Shubham Nigam Shraddha A. Sriya M. and many more
Start your journey to mastering production-ready LLMs today!
?? LINK IN COMMENTS BELOW - Use code mlshahani for 50% off LLM Reliability in all formats
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