navneet1083
I majorly focus on developing CNN models on Computer Vision. Working on building LLM using PEFT fine tuning.
127.0.0.1
Pinned Repositories
ai-assignment
ai-assignments
All Aritificial Intelligence assignments using Python2
algos
DSA based problems
AppUtils
Exposure of utils of String, Data Structures extractions
llm-usecases
Discussed about 4 use-cases or case studies. Discussed about the approaches and significance of these use-cases as these are different from others. There are several approaches available which can be done using LLM but here the approaches and it's significance could bring insightful approaches towards it's execution.
Long-Context
This repository contains code and tooling for the Abacus.AI LLM Context Expansion project. Also included are evaluation scripts and benchmark tasks that evaluate a model’s information retrieval capabilities with context expansion. We also include key experimental results and instructions for reproducing and building on them.
qaml
This repository contains question-answers model as an interface which retrieves answers from vector database for a question. Embeddings or tokenised vector being computed using OpenAI API call which gets inserted into ChromaDB as a RAG. OpenAI API key would be required to run this service.
self-drive-car
Self Driving Car Course from udacity. This repository includes deep learning models for computer vision tasks. Computer vision includes certain techniques like transformations, kernels, region masking etc.
textsum-tune
This project is based on fine-tuning LLM models (FLAN-T5) for text summarisation task using PEFT approach. All evaluation metrics being computed on ROUGE scoring and LoRA optimisation techniques being used for fine-tuning.
Udacity-Natural-Language-Processing-Nanodegree
This repository contains all my solutions to the tutorials/projects of the Udacity Natural Language Processing Nanodegree
navneet1083's Repositories
navneet1083/AppUtils
Exposure of utils of String, Data Structures extractions
navneet1083/datasciencecoursera
This repository includes all the assignments or experiments of Data Science course in Coursera
navneet1083/datasharing
The Leek group guide to data sharing
navneet1083/ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
navneet1083/Exploratory-Data-Analysis
Assignment2
navneet1083/ExploratoryDataAnalysis-Assignment2
Second Assignment of Exploratory Data Analysis
navneet1083/Hackerrank-Circles
SignalFire University Hacker Olympics Circles Problem
navneet1083/OverFeat
navneet1083/TeaBreakProb
Tea-breaks problems which includes Data-Structures, Maths (Algebra,Calculus etc), Complex Algos