Personal site of sovthpaw (Chris) — TOWARDS SELF-IMPROVEMENT. Blog, projects, models, the Omni VA + Evolution Radio, and the OmniSenter pipeline.https://southpawin.github.io/ https://github.com/SouthpawIN/southpawin.github.ioen Tue, 09 Jun 2026 21:00:15 -0000 Tue, 09 Jun 2026 21:00:15 -0000 1440 MkDocs RSS plugin - v1.19.0 None https://southpawin.github.io/ <h1>Blog</h1> <p>13 posts in the OmniSenter catalog, in reading order.</p> <div class="tow-badge">TOWARDS SELF-IMPROVEMENT</div> <hr> <h2>Foundations (read first)</h2> <p>&lt;div ...</p> https://southpawin.github.io/blog/ Tue, 09 Jun 2026 20:59:50 +0000 sovthpawhttps://southpawin.github.io/blog/ <h1>OmniSenter Blog Catalog</h1> <blockquote> <p><strong>The one page that indexes everything.</strong> Every post in the OmniSenter blog catalog, with summaries, reading order, and cross-...</p> </blockquote> https://southpawin.github.io/blog/CATALOG/ Tue, 09 Jun 2026 20:59:50 +0000 sovthpawhttps://southpawin.github.io/blog/CATALOG/ <h1>Generative Darwin Evolution: Darwin-merging DiT Weights</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>![A music synthe...</p> https://southpawin.github.io/blog/generative-darwin-evolution/ Tue, 09 Jun 2026 20:59:50 +0000 sovthpawhttps://southpawin.github.io/blog/generative-darwin-evolution/ <h1>Sparse Upcycling: Building Senter Ohm's 32B MoE from an 8B Base</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>![A dens...</p> https://southpawin.github.io/blog/sparse-upcycling-deep-dive/ Tue, 09 Jun 2026 20:59:50 +0000 sovthpawhttps://southpawin.github.io/blog/sparse-upcycling-deep-dive/ <h1>The Notebook Schema: How Senter Remembers What Hermes Doesn't</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>![The note...</p> https://southpawin.github.io/blog/the-notebook-schema/ Tue, 09 Jun 2026 20:59:50 +0000 sovthpawhttps://southpawin.github.io/blog/the-notebook-schema/ Omni VA <h1>Senter as the Hermes Auxiliary: The Integration Pattern</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>![Two AI entitie...</p> https://southpawin.github.io/blog/senter-as-hermes-auxiliary/ Sun, 07 Jun 2026 00:00:00 +0000 sovthpawhttps://southpawin.github.io/blog/senter-as-hermes-auxiliary/ Omni VA <h1>Senter Ohm 32A8B: The Math</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>The full sizing breakdown for the **Senter Oh...</p> https://southpawin.github.io/blog/senter-ohm-32a8b-math/ Sun, 07 Jun 2026 00:00:00 +0000 sovthpawhttps://southpawin.github.io/blog/senter-ohm-32a8b-math/ Omni VA <h1>Senter Ohm: The Self-Evolving 32A8B Flagship</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>![Senter Ohm hero: three st...</p> https://southpawin.github.io/blog/senter-ohm-flagship/ Sun, 07 Jun 2026 00:00:00 +0000 sovthpawhttps://southpawin.github.io/blog/senter-ohm-flagship/ Omni VA <h1>The 5-Stage Pipeline: Building Senter Ohm</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>![The 5-stage pipeline: five i...</p> https://southpawin.github.io/blog/the-5-stage-pipeline/ Sun, 07 Jun 2026 00:00:00 +0000 sovthpawhttps://southpawin.github.io/blog/the-5-stage-pipeline/ Omni VA <h1>The Ohm Runtime: The Self-Evolving Model File</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>![The Ohm file: model weig...</p> https://southpawin.github.io/blog/the-ohm-runtime/ Sun, 07 Jun 2026 00:00:00 +0000 sovthpawhttps://southpawin.github.io/blog/the-ohm-runtime/ Omni VA <h1>The Omni Family</h1> <blockquote> <p><strong>The one post that explains what every other post is talking about.</strong></p> </blockquote> <p>OmniSenter is the <strong>project</strong>. The Omni Family is the **model li...</p> https://southpawin.github.io/blog/the-omni-family/ Sun, 07 Jun 2026 00:00:00 +0000 sovthpawhttps://southpawin.github.io/blog/the-omni-family/ Omni VA <h1>The Omnimodal Fusion: Cosmos × ACE-Step × Nemotron ASR</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>![Three component...</p> https://southpawin.github.io/blog/the-omnimodal-fusion/ Sun, 07 Jun 2026 00:00:00 +0000 sovthpawhttps://southpawin.github.io/blog/the-omnimodal-fusion/ Omni VA <h1>The OmniSenter Architecture: Multi-Stage Pipeline + Notebook + Hermes Auxiliary</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Om...</p> </blockquote> https://southpawin.github.io/blog/the-omnisenter-architecture/ Sun, 07 Jun 2026 00:00:00 +0000 sovthpawhttps://southpawin.github.io/blog/the-omnisenter-architecture/ Omni VA <h1>OmniStep Multimodal: The Destination Unified Model</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>![A single unified mo...</p> https://southpawin.github.io/blog/the-omnistep-multimodal/ Sun, 07 Jun 2026 00:00:00 +0000 sovthpawhttps://southpawin.github.io/blog/the-omnistep-multimodal/ Omni VA <h1>Synthesia: The Cross-Modal Memory Layer</h1> <blockquote> <p><strong>TOWARDS SELF-IMPROVEMENT</strong> — a 2026-06-07 design post by Chris (via Omni VA)</p> </blockquote> <p>![Three streams — text character...</p> https://southpawin.github.io/blog/the-synthesia-layer/ Sun, 07 Jun 2026 00:00:00 +0000 sovthpawhttps://southpawin.github.io/blog/the-synthesia-layer/