Cenrax

5GHackathon

This is the software stack for low-latency real-time video inferencing in a edge server

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

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/KnowledgeDistillationOfLLM

A hand's on approach to learn how to do knowledge distillation on LLMs

Cenrax/LLMClients

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

Cenrax/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

Cenrax/Cenrax

Cenrax/FineTuningLlama2

This is a repository where I have fine-tuned an Llama2 on an open source dataset from Kaggle.

Cenrax/TransformerFromScratch

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

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/codellama

Inference code for CodeLlama models

Cenrax/Codopi

Cenrax/companion

Generative-AI-Powered Foreign-Language Private Tutor

Cenrax/crypto-api-server

Cenrax/dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

Cenrax/FineTuningT5

Cenrax/FinetuningTextToCypher

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

Cenrax/giskard

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

Cenrax/GraphComply

Cenrax/LearningManagementSystem

Cenrax/LLM-Finetuning

LLM Finetuning with peft

Cenrax/LLM_Readings

Cenrax/MetagptCompletedProjects

This repo contains all the projects generated by metagpt but the finished code can be found here

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/nextjs-starter

This NextJS starter project will help developers quickly stand-up a website using NextJS and supporting technologies.

Cenrax/OLMo

Modeling, training, eval, and inference code for OLMo

Cenrax/portfolio

Cenrax/sec-insights

A real world full-stack application using LlamaIndex

Cenrax/singlestore-kai-examples