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<!doctype html>
<html lang="en">
	<head>
		<meta charset="utf-8" />
		<meta name="viewport" content="width=device-width, initial-scale=1" />
		<title>Schismatic — free software AI model uncensorship tool</title>
		<meta name="description" content="Schismatic is a free software AI model uncensorship tool." />
		<meta name="theme-color" content="#4338ca" />
		<link rel="canonical" href="https://huggingface.co/schismatic" />
		<link rel="stylesheet" href="style.css" />
	</head>
	<body style="margin:0; padding:2rem 1rem; min-height:100%; background:#0f0f17; color:#e6e6f0; font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,'Helvetica Neue',Arial,sans-serif; line-height:1.6; display:flex; justify-content:center;">
		<main class="card" style="max-width:800px; width:100%; margin:0 auto; padding:2rem 2rem 1.5rem; background:#161623; color:#e6e6f0; border:1px solid #2a2a3d; border-radius:16px; font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,'Helvetica Neue',Arial,sans-serif; line-height:1.6;">

			<header class="hero" style="text-align:center; padding-bottom:1.5rem; border-bottom:1px solid #1f1f31; margin-bottom:1.5rem;">
				<img class="logo" src="https://schismatic.ai/static/parrot-book-256.png" alt="Schismatic logo" style="width:128px; height:auto; display:block; margin:0 auto 0.75rem;" />
				<h1 style="margin:0 0 0.25rem; font-size:2rem; letter-spacing:-0.01em; color:#e6e6f0;">Schismatic</h1>
				<p class="lede" style="color:#a5b4fc; font-weight:600; font-size:1.1rem; margin:0 0 1.25rem;">A free software AI model uncensorship tool.</p>
				<nav class="links" style="display:flex; flex-wrap:wrap; justify-content:center; gap:0.5rem; margin:1rem 0 0;">
					<a class="btn primary" href="https://huggingface.co/schismatic/models" style="display:inline-block; padding:0.55rem 1rem; background:#4338ca; color:#ffffff; border:1px solid #4338ca; border-radius:8px; font-size:0.95rem; text-decoration:none;">🤗 Models</a>
					<a class="btn" href="https://schismatic.ai/" style="display:inline-block; padding:0.55rem 1rem; background:#1f1f31; color:#e6e6f0; border:1px solid #2a2a3d; border-radius:8px; font-size:0.95rem; text-decoration:none;">🌐 Website</a>
					<a class="btn" href="https://pypi.org/project/schismatic/" style="display:inline-block; padding:0.55rem 1rem; background:#1f1f31; color:#e6e6f0; border:1px solid #2a2a3d; border-radius:8px; font-size:0.95rem; text-decoration:none;">📦 PyPI</a>
					<a class="btn" href="https://spacecruft.org/schismatic/schismatic" style="display:inline-block; padding:0.55rem 1rem; background:#1f1f31; color:#e6e6f0; border:1px solid #2a2a3d; border-radius:8px; font-size:0.95rem; text-decoration:none;">💻 Source</a>
				</nav>
			</header>

			<section style="margin:1.75rem 0;">
				<h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">What is Schismatic?</h2>
				<p style="margin:0.6rem 0; color:#e6e6f0;">
					<strong>Schismatic</strong> is a free software toolkit that takes an existing
					open-weights language model and surgically removes its built-in
					<em>“I can’t help with that”</em> refusals — without retraining the model,
					changing its facts, or degrading its writing quality.
				</p>
				<p style="margin:0.6rem 0; color:#e6e6f0;">
					This Hugging Face organization is the official home of the
					<strong>modified models</strong> produced by the Schismatic tool. If you don’t
					want to run the tool yourself, you can simply download a published model from
					here and use it directly.
				</p>
			</section>

			<section style="margin:1.75rem 0;">
				<h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">What it does (and doesn’t)</h2>
				<ul class="check-list" style="list-style:none; padding-left:0; margin:0.5rem 0;">
					<li style="margin:0.5rem 0;">
						<span style="display:inline-block; width:1.5rem; color:#4ade80;">✅</span>
						<strong>Finds</strong> the small internal direction inside a transformer model that most strongly predicts a refusal.
					</li>
					<li style="margin:0.5rem 0;">
						<span style="display:inline-block; width:1.5rem; color:#4ade80;">✅</span>
						<strong>Subtracts</strong> that direction from a handful of layers — a tiny, reversible, surgical edit.
					</li>
					<li style="margin:0.5rem 0;">
						<span style="display:inline-block; width:1.5rem; color:#4ade80;">✅</span>
						<strong>Measures</strong> the result against the original under a fixed evaluation configuration (refusal rate, KL divergence, next-token entropy, coherence gate).
					</li>
					<li style="margin:0.5rem 0;">
						<span style="display:inline-block; width:1.5rem; color:#f87171;">❌</span>
						It does <strong>not</strong> retrain the model.
					</li>
					<li style="margin:0.5rem 0;">
						<span style="display:inline-block; width:1.5rem; color:#f87171;">❌</span>
						It does <strong>not</strong> change the model’s knowledge or writing quality — independent measurements show the modified model stays very close to the original on normal tasks.
					</li>
				</ul>
			</section>

			<section style="margin:1.75rem 0;">
				<h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">How it works, briefly</h2>
				<ol class="steps" style="padding-left:1.5rem; margin:0.5rem 0;">
					<li style="margin:0.4rem 0;"><strong>Probe</strong> — feed the model a batch of harmless and harmful prompts and watch which inner signals fire on the harmful ones.</li>
					<li style="margin:0.4rem 0;"><strong>Find the direction</strong> — identify the single direction inside the model that most strongly predicts a refusal.</li>
					<li style="margin:0.4rem 0;"><strong>Subtract it</strong> — apply a small, surgical edit that removes that direction from a handful of internal layers.</li>
					<li style="margin:0.4rem 0;"><strong>Measure</strong> — score the modified model against the original to confirm it still works correctly on normal tasks.</li>
				</ol>
			</section>

			<section style="margin:1.75rem 0;">
				<h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">Supported model families</h2>
				<p style="margin:0.6rem 0; color:#e6e6f0;">Recipes ship for:</p>
				<ul class="families" style="padding-left:1.5rem; margin:0.5rem 0;">
					<li style="margin:0.4rem 0;"><strong>Qwen</strong>, <strong>Qwen3</strong>, <strong>Qwen3-MoE</strong>, <strong>Qwen3.6</strong></li>
					<li style="margin:0.4rem 0;"><strong>Gemma 3</strong>, <strong>Gemma 4</strong></li>
					<li style="margin:0.4rem 0;"><strong>GLM-5</strong></li>
					<li style="margin:0.4rem 0;"><strong>DeepSeek V4</strong></li>
				</ul>
				<p style="margin:0.6rem 0; color:#e6e6f0;">
					See the
					<a href="https://schismatic.ai/benchmarks.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">benchmarks page</a>
					for the latest numbers and the
					<a href="https://schismatic.ai/studies.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">studies page</a>
					for the published hyperparameter searches.
				</p>
			</section>

			<section style="margin:1.75rem 0;">
				<h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">Who it’s for</h2>
				<p style="margin:0.6rem 0; color:#e6e6f0;">Researchers, developers, and curious people who want to:</p>
				<ul class="bullets" style="padding-left:1.5rem; margin:0.5rem 0;">
					<li style="margin:0.4rem 0;">Study how refusal behavior is encoded in modern LLMs.</li>
					<li style="margin:0.4rem 0;">Use a model that simply answers the question — for security research, medicine, history, fiction, or any sensitive topic legitimately blocked by over-broad safety training.</li>
					<li style="margin:0.4rem 0;">Reproduce, extend, or audit the modifications openly.</li>
				</ul>
			</section>

			<section style="margin:1.75rem 0;">
				<h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">Install the tool</h2>
				<pre style="background:#0a0a12; border:1px solid #2a2a3d; border-radius:8px; padding:0.85rem 1rem; overflow-x:auto; margin:0.75rem 0;"><code style="font-family:'IBM Plex Mono','SFMono-Regular',Consolas,'Liberation Mono',Menlo,monospace; font-size:0.95em; color:#e6e6f0;">pip install schismatic</code></pre>
				<p style="margin:0.6rem 0; color:#e6e6f0;">Then point it at any supported open-weights checkpoint to produce your own uncensored variant on your own hardware.</p>
			</section>

			<section style="margin:1.75rem 0;">
				<h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">Project links</h2>
				<table class="link-table" style="width:100%; border-collapse:collapse; margin:0.5rem 0;">
					<tbody>
						<tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">🌐 Website</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://schismatic.ai/" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">schismatic.ai</a></td></tr>
						<tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">📦 PyPI package</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://pypi.org/project/schismatic/" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">pypi.org/project/schismatic</a></td></tr>
						<tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">💻 Source code</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://spacecruft.org/schismatic/schismatic" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">spacecruft.org/schismatic/schismatic</a></td></tr>
						<tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">🤗 Released models</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://huggingface.co/schismatic/models" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">huggingface.co/schismatic/models</a></td></tr>
						<tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">📊 Benchmarks</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://schismatic.ai/benchmarks.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">schismatic.ai/benchmarks</a></td></tr>
						<tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">🔬 Studies</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://schismatic.ai/studies.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">schismatic.ai/studies</a></td></tr>
						<tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">📜 Changelog</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://schismatic.ai/changelog.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">schismatic.ai/changelog</a></td></tr>
						<tr><td style="padding:0.45rem 0.6rem; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">🙏 Credits</td><td style="padding:0.45rem 0.6rem; font-size:0.95rem;"><a href="https://schismatic.ai/credits.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">schismatic.ai/credits</a></td></tr>
					</tbody>
				</table>
			</section>

			<section style="margin:1.75rem 0;">
				<h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">License</h2>
				<p style="margin:0.6rem 0; color:#e6e6f0;">
					Schismatic — including all code, recipes, study artifacts, and the modified
					models published under this organization — is licensed under the
					<strong>GNU Affero General Public License, version 3 or later</strong>
					(<a href="https://www.gnu.org/licenses/agpl-3.0.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">AGPL-3.0-or-later</a>).
				</p>
			</section>

			<footer class="footer" style="margin-top:1.5rem; padding-top:1rem; border-top:1px solid #1f1f31; color:#9ca3af; font-size:0.9rem; text-align:center;">
				<p style="margin:0; color:#9ca3af;">
					<strong>Jeff Moe</strong> &lt;moe@spacecruft.org&gt;<br />
					Loveland, Colorado, USA
				</p>
			</footer>

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