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Jagane Sundar

Code Generation in your own laptop

In this article, I present step by step instructions for using the qwen2.5-coder 7B parameter model hosted on your own laptop/desktop using…

Dec 18, 2024

Code Generation and Test Loop

Dec 18, 2024

Published in

InfinStor

Use Llama2 as an MLflow Model

This article outlines a method for registering Meta’s Llama2 model as an MLflow model. We can then use the registered MLflow model for two…

Sep 18, 2023

MLflow Run

Sep 18, 2023

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InfinStor

Fine Tuning or Prompt Engineering for Enterprise AI?

Introduction: ChatGPT knows nothing about your Enterprise’s internal data

Aug 1, 2023

Fine Tuning or Prompt Engineering for Enterprise AI?

Aug 1, 2023

MLflow now supports langchain!

Release 2.3 of MLflow brought a number of interesting new capabilities. One of these is support for langchain. With LLMs being all the rage…

May 16, 2023

May 16, 2023

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InfinStor

Hadoop/HDFS Events to AWS SQS in Real Time

Hadoop, with its distributed file system HDFS, is the most popular on-premise Big Data system. This project describes a way to send a log…

Feb 10, 2023

Hadoop/HDFS Log to AWS SQS Architecture

Feb 10, 2023

Published in

InfinStor

Run MLflow Project in EKS

MLflow Project is a format for packaging python data science code. The resulting package can be reused, run repeatedly, shared, etc…

Apr 26, 2022

Creating a ECR public repository for storing the docker container of the full image, i.e. env plus project code for the MLflow project

Apr 26, 2022

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InfinStor

Deploying an MLflow Model in Sagemaker

Recently Mlflow’s capabilities have been augmented with the ability to deploy MLflow models to Sagemaker. This is relatively easy, but…

Jan 17, 2022

Deploying an MLflow Model in Sagemaker

Jan 17, 2022

Published in

InfinStor

Serve Huggingface Sentiment Analysis Task Pipeline using MLflow Serving

Huggingface (huggingface.co) offers a collection of pretrained models that are excellent for Natural Language Processing tasks. They also…

Mar 30, 2021

Serve Huggingface Sentiment Analysis Task Pipeline using MLflow Serving

Mar 30, 2021

Published in

InfinStor

Effortlessly Execute JupyterLab Cells in the Cloud

InfinStor offers the easiest way for cloud execution of Python code authored in JupyterLab.

Dec 14, 2020

Effortlessly Execute JupyterLab Cells in the Cloud

Dec 14, 2020

Published in

InfinStor

Astounding differences in the price of Cloud GPU instances

For a variety of reasons, I was attempting to quantify the cost of ML training. It became quickly apparent to me that the most significant…

Nov 4, 2020

Astounding differences in the price of Cloud GPU instances

Nov 4, 2020

Jagane Sundar

Jagane Sundar

Entrepreneur, Technology Enthusiast, Machine Learning student, Cloud Computing expert, Big Data expert, Distributed Coordination expert

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