parameter count

Compute Optimal Scaling of Skills: Knowledge vs Reasoning ACL 2025 Understanding Generalization in Quantum Machine Learning with Margins ICML 2025 Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws ICML 2024 SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters ICML 2024 Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale. ACL 2023 Revisiting Training-Free NAS Metrics: An Efficient Training-Based Method WACV 2023 Scaling Laws for a Multi-Agent Reinforcement Learning Model ICLR 2023 Critical Points in Quantum Generative Models ICLR 2022 Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments EMNLP 2022 Selfish Sparse RNN Training ICML 2021 Fast Sparse ConvNets CVPR 2020 Comparing Character-level Neural Language Models Using a Lexical Decision Task EACL 2017