Upload index.html with huggingface_hub

index.html

@@ -1,19 +1,57 @@
-<!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>
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>ColdSlither Labs — Local LLM Research and Build</title>
+<style>
+:root{--bg:#0d0f12;--card:#161a20;--ink:#e8e6e1;--mut:#9aa3ad;--acc:#e0a458;--line:#262c34}
+*{box-sizing:border-box}body{margin:0;background:var(--bg);color:var(--ink);font:16px/1.6 system-ui,-apple-system,Segoe UI,Roboto,sans-serif}
+.wrap{max-width:820px;margin:0 auto;padding:40px 20px 64px}
+.hero{border:1px solid var(--line);border-radius:14px;padding:32px;background:linear-gradient(180deg,#141821,#0d0f12)}
+.hero h1{margin:0 0 6px;font-size:30px;letter-spacing:.5px}
+.hero h1 span{color:var(--acc)}
+.sub{color:var(--mut);margin:0 0 18px}
+.badges{display:flex;flex-wrap:wrap;gap:8px;margin:0 0 6px}
+.badges b{font-weight:600;font-size:13px;border:1px solid var(--line);border-radius:20px;padding:4px 12px;color:var(--mut)}
+.grid{display:grid;grid-template-columns:1fr 1fr;gap:14px;margin:22px 0}
+@media(max-width:640px){.grid{grid-template-columns:1fr}}
+.card{background:var(--card);border:1px solid var(--line);border-radius:12px;padding:18px}
+.card h2{margin:0 0 8px;font-size:17px;color:var(--acc)}
+.card p,.card li{font-size:14.5px;color:var(--ink)}
+.card ul{margin:8px 0 0;padding-left:18px}
+.num{font-size:26px;font-weight:700;color:var(--acc)}
+.caveat{font-size:13px;color:var(--mut)}
+footer{margin-top:26px;color:var(--mut);font-size:14px}
+a{color:var(--acc)}
+</style>
+</head>
+<body>
+<div class="wrap">
+<div class="hero">
+<h1>ColdSlither <span>Labs</span></h1>
+<p class="sub">Local LLM research and build. Small models, honest numbers, reproducible recipes. Based in East Orange, NJ. Working toward technical independence, one verified run at a time.</p>
+<div class="badges"><b>QLoRA fine-tuning</b><b>Refusal research</b><b>Quantization</b><b>Eval discipline</b><b>RTX 5060 Ti 16GB</b></div>
+</div>
+<div class="grid">
+<div class="card"><h2>Capability-preserving uncensoring</h2>
+<p><span class="num">0 refusals</span><br>OBLITERATUS advanced run on Qwen3-8B with capability intact, served as GGUF. Selection rule: lowest KL divergence under 10 refusals, never min refusal. KL over 0.5 means real damage.</p>
+<p class="caveat">Measured on our prompt set and HF 0/32; harsher shared harness scores 4/10. Both numbers published, neither hidden.</p></div>
+<div class="card"><h2>Head-to-head method comparison</h2>
+<p>Heretic vs OBLITERATUS on the same Qwen3-8B base. Both held 5/5 capability. Refusal: Heretic 30%, OBLITERATUS 40% (n=10). Heretic is the locked default; OBLITERATUS stays as manual fallback.</p></div>
+<div class="card"><h2>Anti-collapse training module</h2>
+<p><span class="num">7.72 held-out</span><br>Arenas residual module, trained and benchmarked on Qwen3-0.6B/1.7B. Beats the naive no-residual foil in every run. Magnitude-normalized residual leads.</p></div>
+<div class="card"><h2>Eval discipline</h2>
+<p>Content-only refusal scoring, 400 to 600 token budgets, matched-budget ablations. A 2x2 isolation proved an apparent serving gap was a token-budget artifact, not a thinking-mode effect. Measure twice, publish once.</p></div>
+</div>
+<div class="card"><h2>What I offer</h2>
+<ul>
+<li>Local model setup on consumer GPUs: serve open-weight models privately, no cloud dependency.</li>
+<li>Fine-tuning guidance: QLoRA recipes that fit 16GB cards, resumable runs, honest evals.</li>
+<li>Security-minded eval: refusal boundary probing and regression checks for teams shipping local models.</li>
+</ul>
+<p class="caveat">Research stage. Methods are measured on small harnesses and published with caveats. No enterprise claims, no borrowed logos.</p></div>
+<footer>Contact via <a href="https://huggingface.co/ColdSlither">huggingface.co/ColdSlither</a>. Every number above ships with its harness, or it does not ship.</footer>
+</div>
+</body>
 </html>