Farid Ullah's repositories
CRUD-WebFlaskApp
This application is for adding Articles Editing Articles and Updating and Deleting . also include Login and Register option.
Deep-Learning
The repository contain different use case of model training in Tensorflow and hugging Face
Deplyoment
This repo consist of Flask web application deployment on AWS. Also it has Deployement of Django web app as well How to install Cuda , CuDNN on PC.
Nvidia-TAO-tool-Deep-Stream
This repo consist of showing How to install TAO tool kit and Deep Stream on PC for training model on custom data.
InsightSolver-Colab
InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.
Machine-Learning
Covered All Machine Learning Domain Knowledge Hands on practices, Worked on Data Preprocessing steps that include Data Cleaning, EDA, Featue Engineering Train on Different type of Models for Classification or Regressiong problems and many more.
Model-Efficency
This directory show how to use some tools for convertion of Tensorflow models to ONNX format. that make model efficient during prediction time.
Mongodb-Python
Covered all basic syntax of mongodb and how to use with python and connect to mongodb database. How to insert, how to update and replace and last is all about aggregate and other operator. you will find 2 notebook for practice.
Pandas-Seaborn-Numpy
The Directory consist of Assignment that base on Data Analysis with pandas numpy seaborn and matplolib. it is fun doing Data Analysis. Have a look if you are beginner.
deepstream-services-library
A shared library of on-demand DeepStream Pipeline Services for Python and C/C++
Flask-Socketio-Http
This repo will show you how handle session between flask HTTP request and Socketio websocket request from cross origin domain. This mean Client server will communicate with backend server
LLM-Models
This repo consist of different LLMmodel tutorials
openai-cookbook
Examples and guides for using the OpenAI API
openai-python
The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language.
sagemaker-huggingface-llama-2-samples
This sample notebook show how to fine tune LLama2 models with the help of QloRA
Yolov4-Convert-to-.pb---.tflite
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
Finetuning-Large-Language-Models
This is the Deeplearning.ai Finetune Large Language Models short Course Notebooks
Prompt-Engineering-OpenAI
This repository consist of all Deep learning.ai short course notebook about LLM
Awesome-Multimodal-LLM
Research Trends in LLM-guided Multimodal Learning.
Connect_AWS_EFS_with_Lambda
This repository will show how set up different services for AWS lambda function and to over challanges when deploying Lambd function
LLM-Finetuning-
LLM Finetuning with peft
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
yolov7-2-tensorflow
Train yolov7 on custom data and export model weights in different format