Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training (github.com)

Summary:

• 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

Tags:

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