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1. GPT-1B-From-Scratch GPT-1B-From-Scratch Public

   A complete 1B-parameter GPT implementation from scratch using PyTorch, DistributedDataParallel, Gradient Checkpointing, and 8× NVIDIA A100 GPUs.

   TypeScript

2. xcat_setup_Rocky-Linux-9.5 xcat_setup_Rocky-Linux-9.5 Public

   Complete xCAT deployment guide with a unified dashboard for centralized cluster provisioning, management, and HPC infrastructure administration.

3. HPC-Node-Cluster-Failure-Prediction-With-Prevention-CDAC-Project HPC-Node-Cluster-Failure-Prediction-With-Prevention-CDAC-Project Public

   Developed an AI-powered predictive maintenance system for HPC, leveraging Prometheus, Grafana, and ML models to analyze logs and real-time metrics (CPU, memory, latency, disk). Enabled anomaly dete…

   Shell

4. Vehicle-Detection-and-Counting-System-using-YOLOv5-Deep-SORT-and-OpenCV Vehicle-Detection-and-Counting-System-using-YOLOv5-Deep-SORT-and-OpenCV Public

   A real-time computer vision application that detects, classifies, tracks, and counts vehicles from video feeds. It uses YOLOv5 for object detection, Deep SORT for tracking, and Streamlit for an int…

   Python

5. Stock-Price-Predictor-App Stock-Price-Predictor-App Public

   Stock Price Predictor Web App, where the synergy of machine learning and real-time data delivers captivating insights into stock market trends. Explore its innovative features for dynamic and inter…

   Jupyter Notebook

6. distributed-llm-training-from-scratch distributed-llm-training-from-scratch Public

   A practical guide to distributed deep learning and LLM training with PyTorch, CUDA, DDP, FSDP, DeepSpeed, Megatron-LM, and multi-node GPU clusters.