• Colossal-AI provides parallel components for distributed deep learning models
  • Offers user-friendly tools for distributed training and inference in a few lines of code

Key terms:

  • Parallelism strategies: Techniques used to improve computation efficiency and performance
  • GPT-2: A generative pre-trained transformer model for natural language processing tasks
  • PaLM: Pathways Language Model, a scalable implementation of Google's model
  • OPT: Open Pretrained Transformer, a 175-billion parameter AI language model released by Meta
  • ViT: Vision Transformer, a model that applies transformers to image classification tasks


ChatGPT Open Source Tools PyTorch ColossalChat GPT-2 Model Training Colossal-AI Acceleration Distributed Training