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 <!doctype html>
-<html>
-	<head>
-		<meta charset="utf-8" />
-		<meta name="viewport" content="width=device-width" />
-		<title>My static Space</title>
-		<link rel="stylesheet" href="style.css" />
-	</head>
-	<body>
-		<div class="card">
-			<h1>Welcome to your static Space!</h1>
-			<p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
-			<p>
-				Also don't forget to check the
-				<a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
-			</p>
-		</div>
-	</body>
+<html lang="en">
+<head>
+  <meta charset="utf-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1">
+  <meta name="description" content="RESMP.DEV builds evidence-first model systems for real hardware.">
+  <meta name="color-scheme" content="dark light">
+  <title>RESMP.DEV — Evidence-first model systems</title>
+  <link rel="stylesheet" href="style.css">
+</head>
+<body>
+  <div class="signal" aria-label="Research focus">
+    <div class="signal-track">
+      <span>CALIBRATED COMPRESSION</span><i></i>
+      <span>REAL HARDWARE</span><i></i>
+      <span>REPRODUCIBLE RECEIPTS</span><i></i>
+      <span>AGENTIC SYSTEMS</span><i></i>
+      <span>ACCESSIBLE COMPUTING</span>
+    </div>
+  </div>
+
+  <main class="shell">
+    <nav class="nav" aria-label="Organization navigation">
+      <a class="brand" href="https://huggingface.co/RESMP-DEV" target="_top" aria-label="RESMP.DEV home">
+        <span class="mark" aria-hidden="true">R/</span>
+        <strong>RESMP.DEV</strong>
+      </a>
+      <div class="nav-links">
+        <a href="https://huggingface.co/RESMP-DEV/models" target="_top">Models</a>
+        <a href="https://huggingface.co/RESMP-DEV/datasets" target="_top">Datasets</a>
+        <a href="benchmark.html">Benchmarks</a>
+        <a href="https://github.com/RESMP-DEV" target="_blank" rel="noreferrer">Source</a>
+      </div>
+      <a class="nav-cta" href="https://huggingface.co/RESMP-DEV/models" target="_top">Explore releases</a>
+    </nav>
+
+    <section class="hero">
+      <div class="intro">
+        <p class="eyebrow"><span></span> INDEPENDENT APPLIED RESEARCH</p>
+        <div class="nameboard" aria-label="RESMP.DEV identity board">
+          <div class="nameboard-code">RESMP / DEV</div>
+          <div class="nameboard-main">
+            <span class="nameboard-kicker">RESEARCH SYSTEMS</span>
+            <strong>MODEL<br>PROBING</strong>
+          </div>
+          <div class="nameboard-meta">
+            <span>UNIT 01</span><span>REAL HW</span><span class="live">ACTIVE</span>
+          </div>
+        </div>
+        <h1><em>Evidence-first</em><br>model systems.</h1>
+        <p class="lede">Capable models made measurable, reproducible, and useful across heterogeneous hardware.</p>
+
+        <div class="proof-grid" aria-label="Research areas">
+          <div>
+            <p class="label">PRECISION</p>
+            <p>NVFP4, FP8, MXFP4/8,<br>GPTQ, mixed precision</p>
+          </div>
+          <div>
+            <p class="label">SYSTEMS</p>
+            <p>CUDA, Apple Silicon,<br>native inference paths</p>
+          </div>
+          <div>
+            <p class="label">EVIDENCE</p>
+            <p>Matched controls, hashes,<br>manifests, limitations</p>
+          </div>
+        </div>
+
+        <div class="actions">
+          <a class="button primary" href="https://huggingface.co/RESMP-DEV/models" target="_top">Browse models <span>↗</span></a>
+          <a class="button secondary" href="https://huggingface.co/datasets/RESMP-DEV" target="_top">Inspect datasets</a>
+        </div>
+      </div>
+
+      <aside class="releases" aria-label="Selected releases">
+        <div class="rail-head">
+          <span><i></i> SELECTED RELEASES</span>
+          <a href="https://huggingface.co/RESMP-DEV/models" target="_top">VIEW ALL →</a>
+        </div>
+
+        <a class="release" href="https://huggingface.co/RESMP-DEV/Qwen3-Next-80B-A3B-Instruct-NVFP4" target="_top">
+          <span class="release-num">01</span>
+          <span class="release-copy"><b>Qwen3-Next 80B-A3B</b><small>INSTRUCT · NVFP4</small></span>
+          <span class="arrow">↗</span>
+        </a>
+        <a class="release" href="https://huggingface.co/RESMP-DEV/GLM-4.7-Flash-Trellis-MM" target="_top">
+          <span class="release-num">02</span>
+          <span class="release-copy"><b>GLM-4.7 Flash</b><small>TRELLIS · MIXED PRECISION</small></span>
+          <span class="arrow">↗</span>
+        </a>
+        <a class="release" href="https://huggingface.co/RESMP-DEV/jina-code-embeddings-1.5b-mxfp4-block-gptq" target="_top">
+          <span class="release-num">03</span>
+          <span class="release-copy"><b>Jina Code Embeddings 1.5B</b><small>CALIBRATED MXFP4 · MLX</small></span>
+          <span class="arrow">↗</span>
+        </a>
+        <a class="release" href="https://huggingface.co/datasets/RESMP-DEV/Fable-GPT-5.5-Distillation-Traces" target="_top">
+          <span class="release-num">04</span>
+          <span class="release-copy"><b>Fable Distillation Traces</b><small>REASONING · CODE · SCIENCE</small></span>
+          <span class="arrow">↗</span>
+        </a>
+      </aside>
+    </section>
+
+    <section class="benchmark-callout">
+      <div>
+        <p class="eyebrow"><span></span> BENCHMARK INSTRUMENT</p>
+        <h2>One visual system.<br>Any evaluation matrix.</h2>
+      </div>
+      <p>Reusable, data-driven small multiples with fixed series order, direct labels, negative-score support, SVG export, and a print-clean mode.</p>
+      <a class="button acid" href="benchmark.html">Open chart system →</a>
+    </section>
+
+    <section class="manifesto">
+      <div class="manifesto-top">
+        <p class="eyebrow light"><span></span> HOW WE PUBLISH</p>
+        <p class="date">MEASURED / REPRODUCIBLE / HONEST</p>
+      </div>
+      <div class="manifesto-body">
+        <h2>The artifact is only half the release.</h2>
+        <p>We publish the boundary conditions too: pinned revisions, derivative licenses, matched controls, runtime constraints, held-out evaluations, machine-readable receipts, and negative results.</p>
+      </div>
+    </section>
+
+    <section class="areas" aria-label="Areas of work">
+      <article><span>01</span><h3>Inference engineering</h3><p>Architecture-aware compression and native runtimes for hardware people actually use.</p></article>
+      <article><span>02</span><h3>Code intelligence</h3><p>Multilingual retrieval encoders, calibrated quantization, and local serving.</p></article>
+      <article><span>03</span><h3>Agentic systems</h3><p>Reasoning traces, continuous distillation, mutation, and adversarial workloads.</p></article>
+      <article><span>04</span><h3>Accessible computing</h3><p>Speech and language systems built around accessibility-centered tasks.</p></article>
+    </section>
+
+    <footer>
+      <strong>RESMP.DEV</strong>
+      <p>EXPERIMENTAL MEANS EXPERIMENTAL / READ THE MODEL CARD</p>
+      <a href="https://huggingface.co/RESMP-DEV" target="_top">HUGGING FACE ↗</a>
+    </footer>
+  </main>
+</body>
 </html>