https://dailypypy.org/tags/chat-template/ Recent content in Chat-Template on 每日拍拍 Hugo -- gohugo.io zh-tw © 2026 每日拍拍 Mon, 02 Nov 2026 10:03:00 +0800 155076163427069952 154825760438254592 https://dailypypy.org/learn/mlx-lm-chat-template-contracts/ Mon, 02 Nov 2026 10:03:00 +0800 https://dailypypy.org/learn/mlx-lm-chat-template-contracts/ <!--- 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, eye-level side-profile medium shot with face turned toward viewer, standing with one hand resting lightly on her hip and the other relaxed at her side, thoughtful raised-eyebrow expression with a small confident smile, looking at viewer, pastel pale aqua 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: 209 current sources checked before drafting. ../mlx-lm-local-models/ covers generic chat inference; ../mlx-lm-batch-inference/ covers batch datasets; ../mlx-lm-long-context-memory/ owns token budgets/cache; ../mlx-lm-evaluation-regression/ owns answer scoring; ../mlx-lm-offline-model-artifacts/ owns model delivery. This follow-up instead owns pinned tokenizer protocol admission, rendered text/ID golden fixtures, generation versus continuation, and stop-versus-length evidence. No generic runner, quality benchmark, cache survey or delivery workflow. source check: Official Transformers chat-template guide, selected revision tokenizer_config.json, and installed MLX-LM 0.32.2 stream_generate implementation inspected 2026-11-02. Application admission rules are deliberately narrower than model-template capabilities. verification: Five exact Python blocks parsed; 13 reader tests plus four malformed-baseline checks and overwrite rejection passed; exact real-weight smoke observed length at 1 token and EOS stop at 22 steps. Draft HTML preserved all 12 code blocks. Source-wide character 5-gram nearest Jaccard 0.104126 versus offline artifacts; manual reader-task review passed. ComfyUI prompt 447b3a1b-7862-4485-900d-af94a78dd248 produced DAILYPYPY_00154_.png, PNG 1440x768, visually inspected for face/hand/text artifacts; SHA-256 cf7017b92f9605d58e241b1602220ef22fa8d3a5eb584f2f56e5e31785ddd295. publication note: Random requested daytime date retained; publishDate permits the morning release with buildFuture=false. ---> <h2 class="relative group">一. 前言：明明有套模板，為什麼還在接錯話？ <div id="一-前言明明有套模板為什麼還在接錯話" 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%e6%98%8e%e6%98%8e%e6%9c%89%e5%a5%97%e6%a8%a1%e6%9d%bf%e7%82%ba%e4%bb%80%e9%ba%bc%e9%82%84%e5%9c%a8%e6%8e%a5%e9%8c%af%e8%a9%b1" aria-label="定位點">#</a> </span> </h2> <p>嗨，我是拍拍君。 你把 messages 交給 <code>apply_chat_template()</code>，模型也真的回答了。 這樣就能證明對話協定正確嗎？</p>