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October 2023

How OpenAI’s Function Calling Breaks Programming Boundaries
OpenAI Function calling bridges the gap between deterministic and non-deterministic programming — leading to all sorts of possibilities
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Skanda Vivek

September 2023

LLM Economics: ChatGPT vs Open-Source
How much does it cost to deploy LLMs like ChatGPT? Are open-source LLMs cheaper to deploy? What are the tradeoffs?
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Skanda Vivek
How And Why To Quantize Large Language Models
Learn how recent advances make it possible to deploy and fine-tune LLMs with Billions of parameters on consumer hardware - even on your own personal…
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Skanda Vivek
4 Crucial Factors for Evaluating Large Language Models in Industry Applications
Every use case is different — depending on customer needs, and industry-specific guidelines. Learn how to make the right LLM choices, using 4 key…
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Skanda Vivek
How Do You Evaluate Large Language Model Apps — When 99% is just not good enough?
LLMs are fundamentally changing the way practitioners evaluate performance . Let’s look at the recent progress towards evaluating LLMs in production.
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Skanda Vivek

February 2023

How Generative AI as a "writing aid" will transform businesses
Introducing AnswerChatAI - an OpenAI powered app that finds "needles in information haystacks" including multilingual Q&A, summarization, and…
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Skanda Vivek
Extractive vs Generative Q&A — Which is better for your business?
The arrival of ChatGPT hints at a new era of search engines, this tutorial dives into the 2 basic types of AI based question answering
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Skanda Vivek

January 2023

Transformer Models For Custom Text Classification Through Fine-Tuning
A tutorial on how to build a spam classifier (or any other classifier) by fine-tuning the DistilBERT model
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Skanda Vivek
Fine-Tune Transformer Models For Question Answering On Custom Data
A tutorial on fine-tuning the Hugging Face RoBERTa QA Model on custom data and obtaining significant performance boosts
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Skanda Vivek
How do you use AI to summarize text?
With the explosion of natural language tools like ChatGPT - let's look at how text summarization can help organizations
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Skanda Vivek

December 2022

Will AI take our jobs? And how will society cope in the aftermath?
Rapid advances in AI performing multiple tasks and being indistinguishable from people while discoursing - begs the question of how our society will…
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Skanda Vivek
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