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ternary weight

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model compression (4) large language model (2) binary weight (2) 1-bit large language model (1) ternary neural network (1) transformer model (1) stochastic rounding (1) hadamard matrix (1) straight-through estimation (1) pixel processor array (1)

Papers

Bitnet.cpp: Efficient Edge Inference for Ternary LLMs ACL 2025 Direct Quantized Training of Language Models with Stochastic Rounding ACML 2025 HADAMRNN: BINARY AND SPARSE TERNARY ORTHOGONAL RNNS ICLR 2025 TernaryBERT: Distillation-aware Ultra-low Bit BERT EMNLP 2020 A Camera That CNNs: Towards Embedded Neural Networks on Pixel Processor Arrays ICCV 2019 Learning Discrete Weights Using the Local Reparameterization Trick ICLR 2018 The High-Dimensional Geometry of Binary Neural Networks ICLR 2018