memory-efficient

A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.

Read and write spreadsheet files (CSV, XLSX and ODS), in a fast and scalable way

Large Context Attention

Efficient Multimodal Foundation Model Adaptation for Recommendation

A family of highly efficient, lightweight yet powerful optimizers.

Training-free KV cache compression via E8 lattice VQ. 2-bit KV that preserves retrieval (30/30 NIAH vs TurboQuant 0/30). Calibration-free, 9 architectures validated.