https://dailypypy.org/tags/model-artifacts/ Recent content in Model Artifacts on 每日拍拍 Hugo -- gohugo.io zh-tw © 2026 每日拍拍 Mon, 26 Oct 2026 10:35:00 +0800 155076163427069952 154825760438254592 https://dailypypy.org/learn/mlx-lm-offline-model-artifacts/ Mon, 26 Oct 2026 10:35:00 +0800 https://dailypypy.org/learn/mlx-lm-offline-model-artifacts/ <!--- 1440x768 prompt: masterpiece, best quality, highres, clean anime illustration, japanese anime style, soft shading, flat color design, 1girl, black hair, green eyes, white off-shoulder shirt, black short skirt, low angle three-quarter medium shot, holding a closed blank book at her waist with both hands, serene closed-mouth smile with relaxed open eyes, looking at viewer, pastel cream yellow background, neat composition, detailed eyes, cute and smart vibe, minimal background, polished illustration, no text negative prompt: worst quality, bad eye, bad hand, extra limbs, manga, multiple views, monochrome, text, signature dedup note: Current-source inventory of 202 posts reviewed before drafting. This artifact-delivery follow-up differs from ../mlx-lm-local-models/ inference, ../mlx-lm-quantization-convert/ conversion and quality comparisons, ../mlx-lm-evaluation-regression/ regression governance, ../python-hashlib/ generic digest APIs and ../python-uv-offline-cache/ dependency installation. Owns revision-to-materialized-release handoff, tokenizer/shard admission, exact file-set sealing and relocated empty-cache runtime acceptance; no quantization, speed or quality benchmark. source check: Official Hub download/cache/environment docs and installed MLX-LM 0.32.2 loader inspected 2026-10-26. Example contract deliberately supports this selected tokenizer.json-based text model, not all Hub repositories. verification: All five exact Bash blocks executed in a clean lab; three exact Python programs plus article tests parsed and ran. Fresh Python environment, relocated release and empty HF cache load passed with both offline flags, local_files_only and zero observed Python network attempts. 22 synthetic contract cases and 3 real-weight copy cases passed. PNG 1440x768 DAILYPYPY_00147_.png from prompt 56259f5b-b98e-411f-9a21-1729392f9ae0 visually inspected; SHA-256 d49ed42b6ff7c44acb6a835c86f544184919353d4a91889c90490c788e4f0247. publication note: Random requested display date retained; publishDate allows this morning release with buildFuture=false. ---> <h2 class="relative group">一. 前言：離線能跑，不代表帶得走 <div id="一-前言離線能跑不代表帶得走" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 ltr:-left-6 rtl:-right-6 not-prose group-hover:opacity-100"> <a class="group-hover:text-primary-300 dark:group-hover:text-neutral-700" style="text-decoration-line: none !important;" href="#%e4%b8%80-%e5%89%8d%e8%a8%80%e9%9b%a2%e7%b7%9a%e8%83%bd%e8%b7%91%e4%b8%8d%e4%bb%a3%e8%a1%a8%e5%b8%b6%e5%be%97%e8%b5%b0" aria-label="定位點">#</a> </span> </h2> <p>拍拍君把模型資料夾複製到另一台 Mac，關掉網路，準備展示。 結果不是聊天，而是缺檔錯誤。 原來舊電腦上「已經下載」的模型，還靠著別處的快取活著。 <strong>本機成功一次，是開發進度；離開原環境仍能載入，才是交付證據。</strong></p>