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cs.CL2026
EdgeLLM-Nano: Auditing Polar-Guided Key-Cache Compression and Consistency-Anchored Pruning on a 33.6 MB On-Device Language Model
S M Mahbub Murshed, Hayden Bright, Rezaul Karim +1
Deploying language models (LMs) on the edge presents unique memory, latency, and power challenges absent in high-performance computing. KV-cache compression emerges as a promising…
cond-mat.mtrl-sci2026
AQVolt26: High-Temperature rSCAN Halide Dataset for Universal ML Potentials and Solid-State Batteries
Jiyoon Kim, Chuhong Wang, Aayush R. Singh +6
The demand for safe, high-energy-density batteries has spotlighted halide solid-state electrolytes, which offer the potential for enhanced ionic mobility, electrochemical stability…