Exactly how many lines of code is this ChatGPT?
RE: Exactly how many lines of code is this ChatGPT?
From Quora:
https://www.quora.com/What-s-the-code-for-Chat-GPT-look-like-How-many-lines
The code for GPT (Generative Pre-trained Transformer) and its variants such as ChatGPT are complex and consist of many lines of code. The codebase for GPT-3, for example, is estimated to be around 175,000 lines of code.
The code for GPT-3 is written in Python, and it uses the PyTorch library for its machine learning and deep learning operations. The codebase consists of several different components, including the preprocessing and tokenization of input text, the training of the model, and the generation of text.
The main component of the GPT-3 model is the transformer architecture, which uses self-attention mechanisms to process input sequences. The transformer is implemented using PyTorch’s nn. Module and nn.Transformer classes, which are built on top of PyTorch’s tensor operations.
It also uses a number of other libraries and modules, such as Hugging Face’s tokenizers library for tokenization, and OpenAI’s parameter server for distributed training.
It’s open-source, so you can check the code in GitHub.
It’s worth noting that GPT models are trained on a massive amount of data and require a significant amount of computational resources, and running the model at scale requires specialized hardware and infrastructure.