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| <title>Ornstein-Hermes-3.6-27B-SABER — Evaluation Suite</title> |
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| <header> |
| <div class="eyebrow">Model Evaluation</div> |
| <h1>Ornstein-Hermes-3.6-27B — SABER · Q5_K_M</h1> |
| <p class="byline">eval by <a href="https://x.com/KyleHessling1" target="_blank" rel="noopener">Kyle Hessling</a> · model by <a href="https://x.com/DJLougen" target="_blank" rel="noopener">@DJLougen</a> at <a href="https://huggingface.co/GestaltLabs" target="_blank" rel="noopener">GestaltLabs</a></p> |
| <p class="sub">Agentic reasoning, production-grade front-end design, and canvas / WebGL creative coding. 14 runs, 71,587 completion tokens, self-hosted on a single RTX 5090. Refusal-shaped (SABER) Hermes 3.6 finetune over Qwen 3.5 27B.</p> |
| <div class="cta-row"> |
| <a href="report.html" class="model-link">Read the full report →</a> |
| <a href="https://huggingface.co/GestaltLabs/Ornstein-Hermes-3.6-27b-SABER-GGUF" target="_blank" rel="noopener" class="follow-link">Model on Hugging Face</a> |
| <a href="https://x.com/DJLougen" target="_blank" rel="noopener" class="follow-link"> |
| <svg viewBox="0 0 24 24" width="15" height="15" fill="currentColor" aria-hidden="true"><path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z"/></svg> |
| Follow @DJLougen (model creator) |
| </a> |
| <a href="https://x.com/KyleHessling1" target="_blank" rel="noopener" class="follow-link"> |
| <svg viewBox="0 0 24 24" width="15" height="15" fill="currentColor" aria-hidden="true"><path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z"/></svg> |
| Follow @KyleHessling1 |
| </a> |
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| <div class="stats"> |
| <div class="stat"><b>56.7</b><span>avg tok/s</span></div> |
| <div class="stat"><b>14</b><span>runs</span></div> |
| <div class="stat"><b>71,587</b><span>completion tokens</span></div> |
| <div class="stat"><b>~24 GB</b><span>VRAM used</span></div> |
| <div class="stat"><b>16K</b><span>context (f16 KV)</span></div> |
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| <h2>Web design · open to preview</h2> |
| <div class="grid"> |
| <a class="card" href="design_saas_landing.html"><strong>SaaS landing page</strong><span>Prism — AI observability</span><div class="meta">34.5 KB · 9762 tok · 172 s</div></a> |
| <a class="card" href="design_analytics_dashboard.html"><strong>Analytics dashboard</strong><span>Light theme, emerald accent</span><div class="meta">23.4 KB · 7707 tok · 144 s</div></a> |
| <a class="card" href="design_designer_portfolio.html"><strong>Designer portfolio</strong><span>Maya Chen — kinetic typography</span><div class="meta">9.3 KB · 5862 tok · 103 s</div></a> |
| <a class="card" href="design_pricing_page.html"><strong>Pricing page</strong><span>3 tiers + animated toggle + FAQ</span><div class="meta">20.3 KB · 5534 tok · 97 s</div></a> |
| <a class="card" href="design_mobile_app_marketing.html"><strong>Mobile app marketing</strong><span>Stillwater — CSS-only iPhone mock</span><div class="meta">14.1 KB · 8728 tok · 154 s</div></a> |
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| <h2>Canvas / WebGL · creative coding</h2> |
| <div class="grid"> |
| <a class="card" href="canvas_particle_attractor.html"><strong>Particle attractor</strong><span>Cursor-attracted particle swarm</span><div class="meta">5.5 KB · 2282 tok · 40 s</div></a> |
| <a class="card" href="canvas_generative_flowfield.html"><strong>Generative flow field</strong><span>Perlin-driven agent motion</span><div class="meta">10.9 KB · 5649 tok · 99 s</div></a> |
| <a class="card" href="canvas_three_scene.html"><strong>Three.js crystal scene</strong><span>Transmissive glass + bloom</span><div class="meta">11.8 KB · 6839 tok · 120 s</div></a> |
| <a class="card" href="canvas_audio_reactive.html"><strong>Audio-reactive visualizer</strong><span>Mic + oscillator fallback</span><div class="meta">10.7 KB · 6352 tok · 112 s</div></a> |
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| <h2>Agentic reasoning · text output</h2> |
| <div class="grid"> |
| <a class="card" href="agentic_code_debug.txt"><strong>Code debug (4 bugs)</strong><span>k-th smallest element</span><div class="meta">no-think: 1039 tok · 18 s</div></a> |
| <a class="card" href="agentic_multi_step_planning.txt"><strong>Multi-step planning</strong><span>URL shortener deploy plan</span><div class="meta">no-think: 8000 tok · 140 s</div></a> |
| <a class="card" href="agentic_self_critique.txt"><strong>Self-critique loop</strong><span>Palindrome · O(n³) → O(n²)</span><div class="meta">no-think: 1521 tok · 27 s</div></a> |
| <a class="card" href="agentic_structured_extraction.txt"><strong>Structured JSON extraction</strong><span>Calendar + roster from prose</span><div class="meta">no-think: 1200 tok · 21 s</div></a> |
| <a class="card" href="agentic_tool_use_json.txt"><strong>Tool-use planning</strong><span>Weather + flights + hotel</span><div class="meta">no-think: 1112 tok · 20 s</div></a> |
| </div> |
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| Generated from Ornstein-Hermes-3.6-27B-SABER · Q5_K_M via llama.cpp · self-hosted on a single RTX 5090 |
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