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| <title>Schismatic — free software AI model uncensorship tool</title> | |
| <meta name="description" content="Schismatic is a free software AI model uncensorship tool." /> | |
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| <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> | |
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| <p style="margin:0; color:#9ca3af;"> | |
| <strong>Jeff Moe</strong> <moe@spacecruft.org><br /> | |
| Loveland, Colorado, USA | |
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