attention-optimization

Official code for the Manning book on structural LLM optimization: depth/width pruning, knowledge distillation, and attention optimization, runnable on free Colab GPUs.

Solricks is an Istanbul-based AI production and technology company specializing in cinematic content, custom AI models, VFX, software and enterprise AI solutions.

Research harness for evaluating query-time bounded elimination of reconstructable KV-cache witnesses in long-context transformer inference workloads. Related provisional filing: IN 202641062451.

Provably safe block screening for faster adaptive long-context attention

RTX 2080 Ti (sm75) 上 ComfyUI 的适配实录：H3 加速配方、int8 原生算子崩溃加固、前端连线/加载兼容、工作流与依赖排坑。实测数据 + 可复现步骤。