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Innovations In Retrieval Augmented Generation
Retrieval Augmented Generation (RAG) offers a pathway to integrate large language models like ChatGPT/GPT-4 with custom data, but has limitations. Let’s…
Dec 13, 2023
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Skanda Vivek
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Innovations In Retrieval Augmented Generation
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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
Oct 21, 2023
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Skanda Vivek
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How OpenAI’s Function Calling Breaks Programming Boundaries
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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?
Sep 29, 2023
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Skanda Vivek
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LLM Economics: ChatGPT vs Open-Source
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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…
Sep 24, 2023
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Skanda Vivek
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How And Why To Quantize Large Language Models
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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…
Sep 13, 2023
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Skanda Vivek
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4 Crucial Factors for Evaluating Large Language Models in Industry Applications
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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.
Sep 10, 2023
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Skanda Vivek
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How Do You Evaluate Large Language Model Apps — When 99% is just not good enough?
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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…
Feb 22, 2023
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Skanda Vivek
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How Generative AI as a "writing aid" will transform businesses
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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
Feb 7, 2023
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Skanda Vivek
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Extractive vs Generative Q&A — Which is better for your business?
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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
Jan 29, 2023
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Skanda Vivek
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Transformer Models For Custom Text Classification Through Fine-Tuning
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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
Jan 18, 2023
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Skanda Vivek
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Fine-Tune Transformer Models For Question Answering On Custom Data
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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
Jan 7, 2023
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Skanda Vivek
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How do you use AI to summarize text?
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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…
Dec 31, 2022
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Skanda Vivek
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Will AI take our jobs? And how will society cope in the aftermath?
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