nanoGPT download for Windows

This is the Windows app named nanoGPT whose latest release can be downloaded as nanoGPTsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.

عکس ها

nanoGPT

شرح

NanoGPT is a minimalistic yet powerful reimplementation of GPT-style transformers created by Andrej Karpathy for educational and research use. It distills the GPT architecture into a few hundred lines of Python code, making it far easier to understand than large, production-scale implementations. The repo is organized with a training pipeline (dataset preprocessing, model definition, optimizer, training loop) and inference script so you can train a small GPT on text datasets like Shakespeare or custom corpora. It emphasizes readability and clarity: the training loop is cleanly written, and the code avoids heavy abstractions, letting students follow the architecture step by step. While simple, it can still train non-trivial models on modern GPUs and generate coherent text. The project has become widely used in tutorials, courses, and experiments for people learning how transformers work under the hood.

امکانات

• Compact GPT transformer implementation in plain Python/PyTorch
• Data preprocessing pipeline for text datasets (e.g. Shakespeare)
• Training loop with clear optimizer and scheduler setup
• Inference script for text generation after training
• Readable, educational codebase (few hundred lines)
• Supports running on modern GPUs for small to mid-sized models

زبان برنامه نویسی

پــایتــون

دسته بندی ها

This is an application that can also be fetched from https://sourceforge.net/projects/nanogpt.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.