RAJARAM K's repositories
alignment-handbook_hugging_face
Robust recipes to align language models with human and AI preferences
amazon-eks-machine-learning-with-terraform-and-kubeflow
Distributed TensorFlow training using Kubeflow on Amazon EKS
causal-inference-in-python-code
Code for the Book Causal Inference in Python
consulting-handbook
A guide for technical professionals looking to start consulting
core_GenAI_production_app
Production ready AI assistant framework
direct-preference-optimization
Reference implementation for DPO (Direct Preference Optimization)
eks-workshop-v2
Hands-on labs for Amazon EKS
FasterViT
[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention
GenerativeAIExamples_Jetson_RTX
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
jetson-containers
Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
lit-gpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
meditron_medical_LLM
Meditron is a suite of open-source medical Large Language Models (LLMs).
NeMo
NeMo: a toolkit for conversational AI
onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
ragas
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
rajaramkuberan.github.io
Personal Website & Profile
Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
Red_Light_Traffic-Monitoring-with-YOLOv5-and-SORT
An advanced traffic monitoring system leveraging YOLOv5 for precise vehicle detection and SORT for robust real-time tracking, with planned enhancements for detecting traffic light violations.
retail-store-sample-app
Sample application for demonstrating container platforms and related technology
SegFormer
Official PyTorch implementation of SegFormer
sparseml_pruning_quantisation
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
sqlglot
Python SQL Parser and Transpiler
surya_ocr
Accurate line-level text detection and recognition (OCR) in any language
tensorflow-101
TensorFlow 101: Introduction to Deep Learning
TinyLlama
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
vanna
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.