Astarag Mohapatra – Medium

Astarag Mohapatra

Astarag Mohapatra

ColBERT: Contextualized Late Interaction BERT explained with a tutorial

In this article, we will go over the Colbert architecture, both v1 and v2. It is a neural Information Retrieval technique that can help us…

30 min readMar 9, 2024

--

ColBERT: Contextualized Late Interaction BERT explained with a tutorial

--

Astarag Mohapatra

Neo4j: Analyzing the supplier's list of Apple and Samsung

In this article, we will review Neo4j basics by getting data about Apple and Samsung supplier lists. We are analyzing the supplier list of…

6 min readFeb 3, 2024

--

Neo4j: Analyzing the supplier's list of Apple and Samsung

--

Astarag Mohapatra

MAMBA and State Space Models Explained

This article will go through a new class of deep learning models called Structured State Spaces and Mamba.

8 min readFeb 1, 2024

--

1

MAMBA and State Space Models Explained

--

1

Astarag Mohapatra

RoFormer paper explained and implemented in JAX

In this article, we will go through the RoFormer paper, which introduced rotary positional embedding for transformer architecture and…

5 min readNov 13, 2023

--

RoFormer paper explained and implemented in JAX

--

Astarag Mohapatra

vLLM: A faster inference pipeline for LLMs paper explained

In this article, we will be going over the paper vLLM titled Efficient Memory Management for Large Language Model Serving with…

13 min readOct 26, 2023

--

vLLM: A faster inference pipeline for LLMs paper explained

--

Astarag Mohapatra

SEC FILINGS QUESTION ANSWERING AND SUMMARIZATION: CHROMA DB, LANGCHAIN AND LLAMA INDEX

This article talks about my project on SEC filings question answering and summarization. Every publicly listed company has to file a yearly…

11 min readAug 27, 2023

--

SEC FILINGS QUESTION ANSWERING AND SUMMARIZATION: CHROMA DB, LANGCHAIN AND LLAMA INDEX

--

Astarag Mohapatra

QLoRA: Quantized Low-Rank Adaptation paper explained

Continuing my fine-tuning journey, you can find the first article on LoRA, let’s get into the QLoRA paper which was released on May 2023.

6 min readAug 7, 2023

--

QLoRA: Quantized Low-Rank Adaptation paper explained

--

Astarag Mohapatra

LoRA (Low-Rank Adaptation) paper in-depth explanation

This article series will explain the two papers on finetuning neural networks and large language models. First, we will start with LoRA and…

7 min readAug 2, 2023

--

LoRA (Low-Rank Adaptation) paper in-depth explanation

--

Astarag Mohapatra

SENTIMENT ANALYSIS OF SEC FILINGS USING Loughran-McDonald Master Dictionary

This article covers the sentiment analysis of SEC filings like 10-K (filed annually) and 10-Q (filed quarterly) using the Loughran-McDonald…

4 min readMay 1, 2023

--

3

SENTIMENT ANALYSIS OF SEC FILINGS USING Loughran-McDonald Master Dictionary

--

3

Astarag Mohapatra

SVB COLLAPSE AND THE RECENT BANKING TURMOIL EXPLAINED

In the book, Sapiens: A Brief History of Humankind by Yuval Noah Harari, the author discussed how humans, even if they are fragile beings…

9 min readMar 20, 2023

--

SVB COLLAPSE AND THE RECENT BANKING TURMOIL EXPLAINED

--

Astarag Mohapatra

Astarag Mohapatra

Hi Astarag here, I am interested in topics about Deep learning and other topics. If you have any queries I am one comment away

Following

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams