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Narayana Swamy

OpenAI Q&A response on Quarterly financial statements using different LangChain Retrieval queries

OpenAI and LLMs are the current tech rage. LangChain is the go to framework for developing applications powered by large language models…

4 min readJul 31, 2023

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OpenAI Q&A response on Quarterly financial statements using different LangChain Retrieval queries

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Narayana Swamy

NLP Deep Learning Training using SageMaker and Pytorch Lightning — IMDB Classification

I have written two articles in the past on NLP training using the Pytorch Lightning framework and Huggingface published BERT models on the…

5 min readFeb 7, 2022

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NLP Deep Learning Training using SageMaker and Pytorch Lightning — IMDB Classification

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Narayana Swamy

NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — Translation on English to…

This is part 6 and final part of the Series. Please go to the Intro article that talks about the motivation for this Series. We will look…

6 min readJul 23, 2021

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NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — Translation on English to…

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Narayana Swamy

NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — Summarization on XSum…

This is part 5 and a continuation of the Series. Please go to the Intro article that talks about the motivation for this Series. We will…

6 min readJul 23, 2021

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NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — Summarization on XSum…

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Narayana Swamy

NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — Multiple Choice on SWAG…

This is part 4 and a continuation of the Series. Please go to the Intro article that talks about the motivation for this Series. We will…

5 min readJul 23, 2021

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NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — Multiple Choice on SWAG…

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Narayana Swamy

NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — Question Answering on…

This is part 5 and a continuation of the Series. Please go to the Intro article that talks about the motivation for this Series. We will…

7 min readJul 23, 2021

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NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — Question Answering on…

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Narayana Swamy
in
CodeX

NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — NER on CONLL data — Part…

This is part 3 and a continuation of the Series. Please go to the Intro article here that talks about the motivation for this Series. We…

6 min readJul 23, 2021

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NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — NER on CONLL data — Part…

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Narayana Swamy
in
CodeX

NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — IMDB Classification —…

This is part 2 and a continuation of the Series. Please go to the Intro article here that talks about the motivation for this Series. As…

4 min readJul 23, 2021

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NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — IMDB Classification —…

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Narayana Swamy
in
CodeX

NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — Intro — Part 1 of 6

Large Transformer based Language models like Bert, GPT, Marian, T5 etc. are developed and trained to have a statistical understanding of…

4 min readJul 23, 2021

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NLP Deep Learning Training on Downstream tasks using Pytorch Lightning — Intro — Part 1 of 6

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Narayana Swamy

Taking a DALL-E type Text to Image model for a Spin

The latest rage in the deep learning world is the DALL-E paper and the results published by OpenAI in early Jan 2021. It can convert a…

5 min readApr 18, 2021

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Taking a DALL-E type Text to Image model for a Spin

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Narayana Swamy

Narayana Swamy

Over 17 years of diverse global experience in Data Science, Finance and Operations. Passionate about using data to unlock Business value.

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