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Tensors and Dynamic neural networks in Python with strong GPU acceleration
A high-throughput and memory-efficient inference and serving engine for LLMs
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Open standard for machine learning interoperability
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Ongoing research training transformer models at scale
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to …
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)
A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks
Graph dump of torchbench models, huggingface models, and TIMM models.