Cenrax

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

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

SwadeshiMicroProcessorChallenge

TransformerFromScratch

This is an implementation of transformer for translating english to italian from scratch in pytorch

Cenrax/FinetuningPhi3ForFunctionalToken

In this project, I have finetuned a model for directly predicting a functional token using the OctopusV2 paper

Cenrax/AdvancedRAGTechniques

This repository contains various RAG patterns implemented from scratch

Cenrax/LLMClients

This is my repository for storing utility snippets for different LLM clients I use in my projects

Cenrax/Cenrax

Cenrax/agentkit

Starter-kit to build constrained agents with Nextjs, FastAPI and Langchain

Cenrax/AsyncLLMInferenceAWS

In this project, I have created an async inference in SageMaker that queues incoming requests and processes them asynchronously.

Cenrax/aws-codepipeline-lab-repo

Cloud lab resources for the " Working with AWS CodeBuild, CodeDeploy, and CodePipeline" lab on Educative.

Cenrax/cenrax.portfolio

This is the codebase for my portfolio.

Cenrax/crypto-api-server

Cenrax/custom-security-tokenizer

Cenrax/editor

GQL code editor.

Cenrax/FinetuningTextToCypher

This is a demo project where I have finetuned Llama3 8b model quantized in 4bit

Cenrax/GenAI_Agents

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

Cenrax/giskard

🐢 The testing framework for ML models, from tabular to LLMs

Cenrax/GNN-RAG

GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning

Cenrax/GraphComply

Cenrax/LearningManagementSystem

Cenrax/llama_index

LlamaIndex is a data framework for your LLM applications

Cenrax/LLM-Finetuning

LLM Finetuning with peft

Cenrax/LLM_Pruning

Contains the sample scripts for doing Pruning in LLMs

Cenrax/LLM_Readings

Cenrax/maestro

A framework for Claude Opus to intelligently orchestrate subagents.

Cenrax/MultimodalRag

This is a side project where I have built a multimodel RAG which scrapes a html page and embeds the image and text in a vector database(qdrant) and then answers the queries about that webpage

Cenrax/OLMo

Modeling, training, eval, and inference code for OLMo

Cenrax/ontology

Cenrax/PDF-Extract-Kit

A Comprehensive Toolkit for High-Quality PDF Content Extraction

Cenrax/portfolio

Cenrax/sec-insights

A real world full-stack application using LlamaIndex

Cenrax/sparrow

Data processing with ML, LLM and Vision LLM

Cenrax/writing-in-the-margins