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Tony0410 d129b70237 fix: serve quartz with clean URL support and regenerate site 
- Add serve.py to resolve clean Quartz URLs to .html files
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class="article-title">Model Providers</h1><details class="note-properties metadata-container" open data-collapsed="false"><summary class="note-properties-header"><span class="note-properties-title">Properties</span><span class="note-properties-count">1</span></summary><table class="note-properties-table"><tbody><tr class="note-properties-row metadata-property"><td class="note-properties-key metadata-property-key">tags</td><td class="note-properties-value metadata-property-value"><span class="note-properties-tags"><a href="../tags/model" class="internal internal-link tag-link">model</a><span class="note-properties-separator">, </span><a href="../tags/provider" class="internal internal-link tag-link">provider</a><span class="note-properties-separator">, </span><a href="../tags/inference" class="internal internal-link tag-link">inference</a><span class="note-properties-separator">, </span><a href="../tags/routing" class="internal internal-link tag-link">routing</a></span></td></tr></tbody></table></details><p show-comma="true" class="content-meta"><time datetime="2026-08-13T16:00:00.000Z">Aug 14, 2026</time><span>3 min read</span></p></div></div><article class="popover-hint"><div class="markdown-preview-view markdown-rendered"><h1 id="model-providers">Model Providers<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#model-providers" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h1>
<h2 id="purpose">Purpose<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#purpose" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
<p>Inference providers available to Hermes, their routing paths, and notable model updates.</p>
<h2 id="current-provider-stack">Current Provider Stack<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#current-provider-stack" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
<div class="table-container"><table><thead><tr><th>Provider</th><th>URL</th><th>Role</th></tr></thead><tbody><tr><td><code>custom:litellm</code></td><td><code>http://litellm:4000/v1</code></td><td>Main inference (slower path, 6–26s/call)</td></tr><tr><td><code>custom:omni</code></td><td><code>http://omni:20128/v1</code></td><td>Auxiliary roles (vision, skills, approval, mcp, web_extract, compression) — factory-reset 2026-08-14</td></tr><tr><td><code>opencode-zen</code></td><td>(internal)</td><td>Free-tier model access for cron jobs</td></tr><tr><td>Guanaco</td><td><code>ollama:11434</code></td><td>LLM proxy/router on CT205 (Ollama stack)</td></tr></tbody></table></div>
<h2 id="default-model">Default Model<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#default-model" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
<ul>
<li><code>resilient-free</code> — resolves through OmniRoute (changed from <code>auto/best-free</code> on 2026-08-14 after factory reset)</li>
<li>Previous default <code>auto/best-free</code> was misconfigured — had no combo definition and routed to paid <code>gpt-5.6-sol</code></li>
<li><code>freellmapi-auto</code> (LiteLLM path) still available but slower</li>
</ul>
<h2 id="notable-model-updates">Notable Model Updates<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#notable-model-updates" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
<h3 id="gpt-56-luna--model-research-2026-08-14">GPT-5.6 Luna — Model Research (2026-08-14)<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#gpt-56-luna--model-research-2026-08-14" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
<ul>
<li><strong>Community consensus:</strong> Luna is cleaner/more polished; DeepSeek V4 Flash is more persistent/cheaper</li>
<li><strong>Luna strengths:</strong> visual/UI work, final code review, bounded high-stakes tasks, cleaner structured output</li>
<li><strong>DeepSeek strengths:</strong> automation, persistent executor work, high-volume subtasks, long-context economics</li>
<li><strong>Key caveat:</strong> Provider route matters more than model name — <code>openai-codex/gpt-5.6-luna</code>, <code>openrouter/openai/gpt-5.6-luna</code>, <code>deepseek/deepseek-v4-flash</code>, and <code>openrouter/deepseek/deepseek-v4-flash</code> are four different tests</li>
<li><strong>Pricing:</strong> Direct OpenAI <span class="katex"><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1em;vertical-align:-0.25em;"></span><span class="mord">0.20/</span><span class="mord mathnormal" style="margin-right:0.109em;">M</span><span class="mord mathnormal">in</span><span class="mord mathnormal">p</span><span class="mord mathnormal">u</span><span class="mord mathnormal">t</span><span class="mpunct">,</span></span></span></span>1.20/M output; OpenRouter <span class="katex"><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1em;vertical-align:-0.25em;"></span><span class="mord">0.10/</span><span class="mord mathnormal" style="margin-right:0.109em;">M</span><span class="mord mathnormal">in</span><span class="mord mathnormal">p</span><span class="mord mathnormal">u</span><span class="mord mathnormal">t</span><span class="mpunct">,</span></span></span></span>0.60/M output</li>
<li><strong>Context:</strong> 1.05M tokens, 128K output, function calling, structured outputs, image input, configurable reasoning effort</li>
<li><strong>Recommendation:</strong> Luna plans and reviews; DeepSeek executes — but test on a clean direct route before judging</li>
</ul>
<h3 id="guanaco-v0814-2026-08-14">Guanaco v0.8.14 (2026-08-14)<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#guanaco-v0814-2026-08-14" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
<ul>
<li>Updated from v0.8.11 on CT205 — three incremental bug-fix releases focused on DSML/tool-call output hygiene</li>
<li>DSML tag leakage fixes: malformed tool-call output no longer leaks raw syntax junk into model context</li>
<li>Dashboard performance fix: cached content size, fixed wrong column names in history query</li>
<li>No new features, no breaking changes — low-risk update</li>
<li>See <a href="../systems/guanaco" class="internal internal-link" data-slug="systems/guanaco">guanaco</a></li>
</ul>
<h3 id="deepseek-v4-flash-0731-2026-07-31">DeepSeek V4 Flash 0731 (2026-07-31)<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#deepseek-v4-flash-0731-2026-07-31" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
<ul>
<li><strong>Same model ID:</strong> <code>deepseek-v4-flash</code> — no ID change, just a post-training bump</li>
<li><strong>Same architecture:</strong> 284B total params, 13B active per token, 1M context window</li>
<li><strong>Same pricing:</strong> <span class="katex"><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1em;vertical-align:-0.25em;"></span><span class="mord">0.14/</span><span class="mord mathnormal" style="margin-right:0.109em;">M</span><span class="mord mathnormal">in</span><span class="mord mathnormal">p</span><span class="mord mathnormal">u</span><span class="mord mathnormal">t</span><span class="mpunct">,</span></span></span></span>0.28/M output</li>
<li><strong>Benchmark jump:</strong> Terminal Bench 2.1: 82.7 (up from 61.8 preview — 34% relative gain)</li>
<li><strong>Now surpasses V4-Pro preview</strong> (72.1) on agent/coding benchmarks</li>
<li><strong>Stricter tool name validation:</strong> Rejects tool names not matching <code>^[a-zA-Z0-9_-]+$</code> — may cause issues with OmniRoute-transformed tool names</li>
<li><strong>Impact:</strong> Your existing cron jobs using <code>deepseek-v4-flash</code> get the upgrade automatically. The empty-stream fallback issue (<code>opencode-go/deepseek-v4-flash</code> returning empty 200s) is a provider plumbing problem, not a model quality problem.</li>
</ul>
<h3 id="omniroute-free-deepseek-silent-stop-mitigation-2026-08-04">OmniRoute Free-DeepSeek Silent-Stop Mitigation (2026-08-04)<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#omniroute-free-deepseek-silent-stop-mitigation-2026-08-04" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h3>
<ul>
<li>Free-DeepSeek upstreams returning empty-after-tool responses since Aug 1 → silent turn stops on <code>deepseek-flash-free</code> and <code>smart-route</code>/<code>good-free</code> across both instances</li>
<li>Reworked both combos: strategy <code>priority</code> → <code>fill-first</code>, dropped proven culprits (<code>238d5978/deepseek-v4-flash</code> + <code>-0731</code>, <code>nvidia</code> deepseek), healthy free models promoted, deepseek demoted to last resort</li>
<li>See <a href="../incidents/2026-08-04-omniroute-free-deepseek-silent-stops" class="internal internal-link" data-slug="incidents/2026-08-04-omniroute-free-deepseek-silent-stops">2026-08-04-omniroute-free-deepseek-silent-stops</a></li>
</ul>
<h2 id="context-enforcement">Context Enforcement<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#context-enforcement" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
<ul>
<li>Three layers: model native → combo <code>data.config.context_length</code> → Hermes client cap</li>
<li>Effective context is the minimum of the three</li>
</ul>
<h2 id="combo-behavior">Combo Behavior<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#combo-behavior" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
<ul>
<li><code>priority</code> retries same provider up to <code>maxRetries</code>, then errors; it does NOT fall through</li>
<li><code>fill-first</code> walks the list on failure</li>
<li><code>auto</code>/<code>lkgp</code> recalculates per request using health scoring</li>
<li>Same-provider entries in a combo share rate-limit buckets</li>
<li>Session affinity caches provider in <code>session_model_history</code></li>
</ul>
<h2 id="related">Related<a role="anchor" aria-hidden="true" tabindex="-1" data-no-popover="true" href="#related" class="internal internal-link"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path><path d="M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"></path></svg></a></h2>
<ul>
<li><a href="../concepts/model-routing" class="internal internal-link" data-slug="concepts/model-routing">model-routing</a></li>
<li><a href="../systems/omniroute" class="internal internal-link" data-slug="systems/omniroute">omniroute</a></li>
<li><a href="../systems/opencode-go" class="internal internal-link" data-slug="systems/opencode-go">opencode-go</a></li>
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