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Netra Prasad Neupane

Netra Prasad Neupane

Introduction to Large Language Models (LLM’s) Quantization

Large language Model’s not only have the large number of parameters and trained on the massive text datasets but also consume the huge…

Nov 14

Introduction to Large Language Models (LLM’s) Quantization

Nov 14

Netra Prasad Neupane

How to run LLMs locally?

Large language models are deep learning models trained on immense amounts of data making them capable of understanding and generating…

May 24

How to run LLMs locally?

May 24

Netra Prasad Neupane

Virtual Environments in Python

In software development, we are often stuck in situations where we need to switch/test on multiple versions of dependencies like…

May 18

Virtual Environments in Python

May 18

Netra Prasad Neupane

GLiNER: A Zero-Shot NER that outperforms ChatGPT and traditional NER models

Named Entity Recognition(NER) is a natural language processing (NLP) method that seeks to locate and classify named entities mentioned in…

May 3

GLiNER: A Zero-Shot NER that outperforms ChatGPT and traditional NER models

May 3

Netra Prasad Neupane

Conversational Streaming Bot using Gemini, Langchain and Streamlit

ChatGPT was the first widely used AI chatbot, but now the competition is getting fierce. Other models are joining the scene, offering…

Apr 20

Conversational Streaming Bot using Gemini, Langchain and Streamlit

Apr 20

Netra Prasad Neupane

YouTube Video Summarizer and Question Answering Bot using Gemini

The large language model has been a very hot topic since the release of ChatGPT in late 2022. Now, the entire AI community is focused…

Mar 8

YouTube Video Summarizer and Question Answering Bot using Gemini

Mar 8

Netra Prasad Neupane

Invoice Extraction Bot using Streamlit and Gemini

The large language model has been a very hot topic since the release of ChatGPT in late 2022. There is more than one LLM release every…

Feb 16

Invoice Extraction Bot using Streamlit and Gemini

Feb 16

Netra Prasad Neupane

Retrieval Augmented Generation(RAG) using LlamaIndex and Mistral— 7B

Retrieval Augmented Generation(RAG) is the technique to query over both structured and unstructured documents using the large language…

Jan 30

Retrieval Augmented Generation(RAG) using LlamaIndex and Mistral— 7B

Jan 30

Netra Prasad Neupane

Retrieval Augmented Generation (RAG) — Concept, Workings & Evaluation

The large language model (LLM) became a buzzword in 2023. After the massive success of GPT-3, more than one LLM has been released each…

Dec 21, 2023

Retrieval Augmented Generation (RAG) — Concept, Workings & Evaluation

Dec 21, 2023

Netra Prasad Neupane

Document Skewness Detection and Correction

In computer vision, while working with the document data the performance of the machine learning systems is always impacted by the skewness…

Nov 19, 2023

Document Skewness Detection and Correction

Nov 19, 2023

Netra Prasad Neupane

Netra Prasad Neupane

Machine Learning Engineer with expertise in Computer Vision, Deep Learning, NLP and Generative AI. https://www.linkedin.com/in/netraneupane/

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