docs: Apple Core AI cookbook and Agent Skill for MiniCPM5-2B (iPhone / iPad / Mac) - #369
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docs: Apple Core AI cookbook and Agent Skill for MiniCPM5-2B (iPhone / iPad / Mac)#369john-rocky wants to merge 1 commit into
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Adds docs/deployment/coreai.md and skills/minicpm5-deploy-coreai/SKILL.md (community Core AI .aimodel conversion of MiniCPM5-2B, iPhone / iPad / Mac in Swift), routes "iPhone / iOS / Swift / Xcode" to the new skill in minicpm5-deploy, and lists the backend in the MiniCPM5-2B deployment table of README.md and README-cn.md.
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Thanks for the per-backend cookbooks and Agent Skills, and for MiniCPM5-2B. This replaces my earlier README-only note (it conflicted after the 2B release) with the shape the table uses: a cookbook and a paired skill for Apple Core AI, so that "run it in an iPhone / iPad / Mac app" has a route in
minicpm5-deploy; the router had no iOS row.What it adds:
docs/deployment/coreai.mdandskills/minicpm5-deploy-coreai/SKILL.md: the Swift path through the community CoreAIKit package, Apple's ownCoreAILanguageModelspath, the conversion recipe, on-device numbers, and pitfalls.minicpm5-deploy: one checkpoint row, one decision-matrix row, one default pick, one line on the sanity check.The bundle is a community int8 conversion (per-block-32 scales, 2.7 GB), token-exact against fp32 on the checks in its card; measured 22.4 tok/s decode on iPhone 17 Pro and 127.6 tok/s on M4 Max. Validated today end to end:
chat-cli --model minicpm5-2b --prompt "1+1=?"answers1 + 1 = 2.and stops, on both CoreAIKit and Apple'sllm-runner.MiniCPM5-1B is not in this PR. Its current Core AI bundle keeps generating after the answer on that prompt, while the reference checkpoint stops in
transformers, so the bundle needs a fix on my side first. I will add the 1B once a corrected bundle is verified. If any wording or placement should be different for this repo, tell me and I will change it. Thanks again.