Astarag Mohapatra – Medium

Astarag Mohapatra

Character.ai optimized inference blog post explained

Recently, character.ai, a role-playing based LLM startup, released a blog post on their inference pipeline. The blog posts mentioned three…

Jun 30

Character.ai optimized inference blog post explained

Jun 30

Adaptive LoRA (AdaLORA) paper explanation

In this article, we will dive deeper into the paper AdaLORA, which is based on Singular value decomposition (SVD) to dynamically choose low…

May 6

Adaptive LoRA (AdaLORA) paper explanation

May 6

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…

Mar 9

ColBERT: Contextualized Late Interaction BERT explained with a tutorial

Mar 9

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…

Feb 3

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

Feb 3

MAMBA and State Space Models Explained

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

Feb 1

MAMBA and State Space Models Explained

Feb 1

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…

Nov 13, 2023

RoFormer paper explained and implemented in JAX

Nov 13, 2023

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…

Oct 26, 2023

vLLM: A faster inference pipeline for LLMs paper explained

Oct 26, 2023

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…

Aug 27, 2023

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

Aug 27, 2023

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.

Aug 7, 2023

QLoRA: Quantized Low-Rank Adaptation paper explained

Aug 7, 2023

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…

Aug 2, 2023

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

Aug 2, 2023

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

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