PyTorch

Overview

PyTorch is the leading deep learning framework for both research and production AI. Its dynamic computation graph, intuitive Python interface, and rich ecosystem make it our primary tool for building custom neural networks, fine-tuning foundation models, and developing production-grade AI systems.

Our Capabilities

• Dynamic computation graph for flexible modeling
• Custom neural network architecture design
• Transfer learning & fine-tuning pre-trained models
• Distributed training with DDP & FSDP
• TorchScript & ONNX export for production
• Integration with Hugging Face Transformers
• Computer vision with torchvision
• NLP & LLM training with PyTorch FSDP

Common Use Cases

• Custom LLM fine-tuning
• Image classification & object detection
• Generative AI model development
• Research prototyping to production deployment