Jagane Sundar – Medium

Jagane Sundar

Jagane Sundar

·

Dec 18, 2024

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…

Code Generation and Test Loop

In

InfinStor

by

Jagane Sundar

·

Sep 18, 2023

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…

MLflow Run

In

InfinStor

by

Jagane Sundar

·

Aug 1, 2023

Fine Tuning or Prompt Engineering for Enterprise AI?

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

Fine Tuning or Prompt Engineering for Enterprise AI?

Jagane Sundar

·

May 16, 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…

In

InfinStor

by

Jagane Sundar

·

Feb 10, 2023

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…

Hadoop/HDFS Log to AWS SQS Architecture

In

InfinStor

by

Jagane Sundar

·

Apr 26, 2022

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…

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

In

InfinStor

by

Jagane Sundar

·

Jan 17, 2022

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…

Deploying an MLflow Model in Sagemaker

In

InfinStor

by

Jagane Sundar

·

Mar 30, 2021

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…

Serve Huggingface Sentiment Analysis Task Pipeline using MLflow Serving

In

InfinStor

by

Jagane Sundar

·

Dec 14, 2020

Effortlessly Execute JupyterLab Cells in the Cloud

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

Effortlessly Execute JupyterLab Cells in the Cloud

In

InfinStor

by

Jagane Sundar

·

Nov 4, 2020

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…

Astounding differences in the price of Cloud GPU instances

Jagane Sundar

Jagane Sundar

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

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