Shypd.aiThe largest open index of AI toolsZeta is an Open Source & Models tool that provides a modular PyTorch framework for building high-performance AI models. It offers reusable components for various AI architectures and optimization techniques.
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Zeta is a modular PyTorch framework designed to simplify the development of high-performance AI models. It provides a comprehensive library of reusable building blocks, including attention mechanisms (multi-query, sigmoid, flash), Mixture of Experts (MoE), neural network modules (feedforward, activation, normalization), and quantization techniques like BitLinear. The framework also offers complete model implementations such as Transformers, encoders, decoders, vision transformers, and multi-modal architectures like PalmE and U-Net. Zeta emphasizes modularity, high-performance with optimized implementations, and production-readiness, making it suitable for quickly assembling state-of-the-art models without reinventing the wheel. It also includes optimization utilities like dynamic quantization and fused operations for improved performance.
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