Ops Development & AI Practice

Feb 14, 2025 · Artificial Intelligence

Large Model Format Showdown: Hugging Face, TensorFlow, ONNX, TorchScript, GGUF

This comprehensive guide examines the leading large‑model storage formats—including Hugging Face Transformers, TensorFlow SavedModel, ONNX, TorchScript, and GGUF—detailing their file structures, serialization methods, strengths, weaknesses, and typical use‑cases, helping developers and researchers select the optimal format for their specific AI workloads.