cff-version: 1.2.0
title: "The 260K Wall: Model-Specialized Serving and Planner–Executor Decomposition for Qwen3.8-27B Agentic Inference on Apple Silicon"
message: "If you use this artifact, please cite it using the metadata below."
type: software
authors:
  - family-names: "Xu"
    given-names: "Chengyi"
  - name: "KLIK team"
repository-code: "https://huggingface.co/datasets/ChengyiX/260k-wall"
url: "https://huggingface.co/datasets/ChengyiX/260k-wall"
license: MIT
version: 1.0.0
date-released: 2026-09-21
keywords:
  - Qwen3.8
  - Apple Silicon
  - long-context inference
  - speculative decoding
  - planner-executor
  - Splash
abstract: >-
  A paper and reproducibility package for verified 260k-context Qwen3.8-27B
  agentic inference on an Apple M4 Max, including negative results and a
  compact-plan/full-context-execute serving method.