https://mars160.github.io/tags/dllm/ Recent content in DLLM on 某位老王的小窝 Hugo -- gohugo.io zh-cn © 2026 Abanana Fri, 10 Oct 2025 15:58:42 +0800 https://mars160.github.io/posts/prophetdiffusion%E6%A8%A1%E5%9E%8B%E5%9F%BA%E4%BA%8E%E7%BD%AE%E4%BF%A1%E5%BA%A6%E7%9A%84decoding%E6%97%A9%E5%81%9C/ Fri, 10 Oct 2025 15:58:42 +0800 https://mars160.github.io/posts/prophetdiffusion%E6%A8%A1%E5%9E%8B%E5%9F%BA%E4%BA%8E%E7%BD%AE%E4%BF%A1%E5%BA%A6%E7%9A%84decoding%E6%97%A9%E5%81%9C/ <h2 class="relative group">Prophet：Diffusion 模型基于置信度的 Decoding 早停 <div id="prophetdiffusion-模型基于置信度的-decoding-早停" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#prophetdiffusion-%e6%a8%a1%e5%9e%8b%e5%9f%ba%e4%ba%8e%e7%bd%ae%e4%bf%a1%e5%ba%a6%e7%9a%84-decoding-%e6%97%a9%e5%81%9c" aria-label="锚点">#</a> </span> </h2> <p>Prophet: Fast Decoding for Diffusion Language Models</p> https://mars160.github.io/posts/specdiff%E4%BD%BF%E7%94%A8%E6%89%A9%E6%95%A3%E6%A8%A1%E5%9E%8B%E4%BD%9C%E4%B8%BAdraft%E6%A8%A1%E5%9E%8B/ Fri, 10 Oct 2025 15:57:40 +0800 https://mars160.github.io/posts/specdiff%E4%BD%BF%E7%94%A8%E6%89%A9%E6%95%A3%E6%A8%A1%E5%9E%8B%E4%BD%9C%E4%B8%BAdraft%E6%A8%A1%E5%9E%8B/ <h2 class="relative group">SpecDiff：使用扩散模型作为 Draft 模型 <div id="specdiff使用扩散模型作为-draft-模型" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#specdiff%e4%bd%bf%e7%94%a8%e6%89%a9%e6%95%a3%e6%a8%a1%e5%9e%8b%e4%bd%9c%e4%b8%ba-draft-%e6%a8%a1%e5%9e%8b" aria-label="锚点">#</a> </span> </h2> <p>Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion</p> https://mars160.github.io/posts/diffuspec%E8%A7%A3%E9%94%81dlm%E5%81%9A%E6%8A%95%E6%9C%BA%E9%87%87%E6%A0%B7/ Fri, 10 Oct 2025 13:11:36 +0800 https://mars160.github.io/posts/diffuspec%E8%A7%A3%E9%94%81dlm%E5%81%9A%E6%8A%95%E6%9C%BA%E9%87%87%E6%A0%B7/ <h2 class="relative group">DiffuSpec：解锁 DLM 做投机采样 <div id="diffuspec解锁-dlm-做投机采样" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#diffuspec%e8%a7%a3%e9%94%81-dlm-%e5%81%9a%e6%8a%95%e6%9c%ba%e9%87%87%e6%a0%b7" aria-label="锚点">#</a> </span> </h2> <p>DIFFUSPEC: UNLOCKING DIFFUSION LANGUAGE MODELS FOR SPECULATIVE DECODING</p> https://mars160.github.io/posts/fast-dllm%E9%80%9A%E8%BF%87kv-cache%E5%92%8C%E5%B9%B6%E8%A1%8Cdecoding%E5%8A%A0%E9%80%9Fdllm/ Fri, 05 Sep 2025 02:24:01 +0800 https://mars160.github.io/posts/fast-dllm%E9%80%9A%E8%BF%87kv-cache%E5%92%8C%E5%B9%B6%E8%A1%8Cdecoding%E5%8A%A0%E9%80%9Fdllm/ <h2 class="relative group">Fast-dLLM：通过 KV Cache 和并行 Decoding 加速 dLLM <div id="fast-dllm通过-kv-cache-和并行-decoding-加速-dllm" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#fast-dllm%e9%80%9a%e8%bf%87-kv-cache-%e5%92%8c%e5%b9%b6%e8%a1%8c-decoding-%e5%8a%a0%e9%80%9f-dllm" aria-label="锚点">#</a> </span> </h2> <p>Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding</p>