Pinned Repositories
5GHackathon
This is the software stack for low-latency real-time video inferencing in a edge server
AdvancedRAGTechniques
This repository contains various RAG patterns implemented from scratch
AKS_KVS_ETCD
Install an Scalable ETCD database in Azure Kubernetes Service
AutoscalingKubernetes-HandleHeavyTraffice
This is an demo project for autoscaling an app deployed in Kubernetes using nginx Ingress Controller and heavy traffic is simuated using locust
FineTuningLlama2
This is a repository where I have fine-tuned an Llama2 on an open source dataset from Kaggle.
FinetuningPhi3ForFunctionalToken
In this project, I have finetuned a model for directly predicting a functional token using the OctopusV2 paper
KnowledgeDistillationOfLLM
A hand's on approach to learn how to do knowledge distillation on LLMs
LLMClients
This is my repository for storing utility snippets for different LLM clients I use in my projects
LLMSummaEvaluation
This project is meant for evaluating the summarization capabilities of three Large Language Models (T5-Small, T5-Large and GPT2). The dataset used in CNN_Daily Mail dataset
TransformerFromScratch
This is an implementation of transformer for translating english to italian from scratch in pytorch
Cenrax's Repositories
Cenrax/AutoscalingKubernetes-HandleHeavyTraffice
This is an demo project for autoscaling an app deployed in Kubernetes using nginx Ingress Controller and heavy traffic is simuated using locust
Cenrax/AWSLambdaWithApiGateway
This is a serverless framwork for creating api end points and storing information in AWS DynamoDb
Cenrax/Readings
This repository is mainly for displaying my resources which I am surveying to understand the present advances in AI
Cenrax/Safe_Outside
This is an advanced mask detection system with facial expression detection along with pipelining for social distance violation. The complete code can be pipelined with CCTV footages.
Cenrax/AKS_KVS_ETCD
Install an Scalable ETCD database in Azure Kubernetes Service
Cenrax/FineTuningLlama2
This is a repository where I have fine-tuned an Llama2 on an open source dataset from Kaggle.
Cenrax/SHAP_Algorithm
This is an example notebook of how to predict the cancel status in Hotel Booking Dataset and using the SHAP algorithm to explain the prediction.
Cenrax/AzureIOT
The code snippets for Azure IOT
Cenrax/Codopi
Cenrax/companion
Generative-AI-Powered Foreign-Language Private Tutor
Cenrax/cs-video-courses
List of Computer Science courses with video lectures.
Cenrax/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Cenrax/DeepLearningModels
This is my repository for creating deep learning models from scratch
Cenrax/DemoDataPipelineToAnalyzeLogs
This is a demo project to create a pipeline based on the logs collected from a NGINX log file
Cenrax/DemoModelViewer
Cenrax/EcommerceWebiste
Cenrax/gcp-devops
Cenrax/Hackathon
Cenrax/Innovaccer-Hackathon-Health-O-coin
Cenrax/langchain-chat-nextjs
Next.js frontend for LangChain Chat.
Cenrax/mindsdb
In-Database Machine Learning
Cenrax/ML-STARTER-TEMPLATE
It is a production ready to use template which you can use in your organizations.
Cenrax/Mlops-Practice
This is a hands on repo for practicing MLOPS on Azure
Cenrax/MLOPS-ZOOMCAMP-2023
Cenrax/MLOPS_HANDS_ON
Cenrax/Parallel-Processing
Cenrax/PostGresWithPython
Cenrax/python-gihub-Actions-HandsOn
Cenrax/QuantumComputingResources
Cenrax/strapi-testing-heroku