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@@ -129,7 +129,7 @@ footer { border-top: 1px solid var(--border); padding: 20px 0 40px; font-size: 1
   <div class="arrow">blended per fine-tune, selected by tag from the master</div>
   <div class="row2">
     <div class="node"><div class="k">Fine-tune 1 · released</div><div class="t">Code-switching</div>
-      <div class="small muted">~70% code-switching, ~20% own English, ~10% public replay. Latest release <b>v1.0 · Jachnun</b>: run <code>r6-en30</code>, released 2026-10-19, dataset revision <code>550bfcaa0f84</code>, English share 0.298.</div></div>
+      <div class="small muted">~70% code-switching, ~20% own English, ~10% public replay. Latest release <b>Boxty v1.0</b>: run <code>r7-general</code>, released 2026-10-20, dataset revision <code>f956dbb184c2</code>, English share None.</div></div>
     <div class="node"><div class="k">Fine-tune 2 · planned</div><div class="t">Tech vocabulary and accent</div>
       <div class="small muted">Same base model, no code-switching rows. Nothing is built yet.</div></div>
   </div>
@@ -157,12 +157,12 @@ A take is Hebrew-free when it has no code-switching, names, Yiddish or religious
 Israeli name.</p>
 <div class="tbl"><table>
 <thead><tr><th>Dataset</th>
-<th>Code-switching fine-tune<span class="sub">next round's recipe; latest release v1.0 · Jachnun</span></th>
+<th>Code-switching fine-tune<span class="sub">next round's recipe; latest release Boxty v1.0</span></th>
 <th>No-Hebrew fine-tune<span class="sub">blend <code>general</code>: tech, accent, everything but Hebrew</span></th>
 <th>Kitchen sink<span class="sub">blend <code>all</code>: every take</span></th></tr></thead>
 <tbody><tr class="grp"><th colspan="4">Code-switching subsets</th></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/danielrosehill/English-Hebrew-Codeswitching-Sentences">English-Hebrew Code-Switching Sentences</a></th><td><span class="pill default">default</span><div class="note">CS share, ~70%</div></td><td><span class="pill never">never</span><div class="note">carries Hebrew</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Yiddish-Sentences">Yiddish Sentences</a></th><td><span class="pill default">default</span><div class="note">CS share, ~70%</div></td><td><span class="pill never">never</span><div class="note">carries Hebrew</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Jewish-Religious-Terminology-Sentences">Jewish Religious Terminology Sentences</a></th><td><span class="pill default">default</span><div class="note">CS share, ~70%</div></td><td><span class="pill never">never</span><div class="note">carries Hebrew</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr class="grp"><th colspan="4">English subsets</th></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/danielrosehill/Tech-Sentences">Tech Sentences</a></th><td><span class="pill default">default</span><div class="note">own-English pool, ~20%, filled by priority</div></td><td><span class="pill default">default</span><div class="note">Hebrew-free rows (has_hebrew)</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/danielrosehill/AI-Interactions-Sentences">AI Interactions Sentences</a></th><td><span class="pill default">default</span><div class="note">own-English pool, ~20%, filled by priority</div></td><td><span class="pill default">default</span><div class="note">Hebrew-free rows (has_hebrew)</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/danielrosehill/Linux-Admin-Sentences">Linux Admin Sentences</a></th><td><span class="pill default">default</span><div class="note">own-English pool, ~20%, filled by priority</div></td><td><span class="pill default">default</span><div class="note">Hebrew-free rows (has_hebrew)</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/danielrosehill/Smart-Home-Sentences">Smart Home Sentences</a></th><td><span class="pill default">default</span><div class="note">own-English pool, ~20%, filled by priority</div></td><td><span class="pill default">default</span><div class="note">Hebrew-free rows (has_hebrew)</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/danielrosehill/Personal-Vocabulary-Sentences">Personal Vocabulary Sentences</a></th><td><span class="pill default">default</span><div class="note">own-English pool, ~20%, filled by priority</div></td><td><span class="pill default">default</span><div class="note">Hebrew-free rows (has_hebrew)</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/danielrosehill/Homophone-Context-Sentences">Homophone Context Sentences</a></th><td><span class="pill default">default</span><div class="note">own-English pool, ~20%, filled by priority</div></td><td><span class="pill default">default</span><div class="note">Hebrew-free rows (has_hebrew)</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/danielrosehill/General-English-Sentences">General English Sentences</a></th><td><span class="pill default">default</span><div class="note">own-English pool, ~20%, filled by priority</div></td><td><span class="pill default">default</span><div class="note">Hebrew-free rows (has_hebrew)</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Noisy-Condition-Sentences">Noisy Condition Sentences</a></th><td><span class="pill default">default</span><div class="note">a view: its rows are already in training through the master dataset</div></td><td><span class="pill default">default</span><div class="note">its Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr class="grp"><th colspan="4">Task datasets (one phenomenon each)</th></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Disfluent-Read-Sentences">Disfluent Read Sentences</a> <span class="badge exp">experimental</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags disfluency; formatting, out of scope</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Self-Correction-Sentences">Self-Correction Sentences</a> <span class="badge exp">experimental</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags self-corrections; formatting, out of scope</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Spoken-Aside-Sentences">Spoken Aside Sentences</a> <span class="badge exp">experimental</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags asides; formatting, out of scope</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Hard-ASR-Sentences">Hard ASR Sentences</a></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags hard-asr; meant for the second fine-tune</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Brand-Name-Sentences">Brand Name Sentences</a></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags brand-names; meant for the second fine-tune</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Acronym-Sentences">Acronym Sentences</a></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags acronyms; meant for the second fine-tune</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Irish-English-Sentences">Irish English Sentences</a></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags irish-english; meant for the second fine-tune</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Repeated-Word-Sentences">Repeated Word Sentences</a> <span class="badge exp">experimental</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags repetitions; formatting, out of scope</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Singing-Sentences">Singing Sentences</a> <span class="badge exp">experimental</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags singing; robustness data, no objective yet</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Weird-Voice-Sentences">Weird Voice Sentences</a> <span class="badge exp">experimental</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags weird-voices; robustness data, no objective yet</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Currency-Sentences">Currency Sentences</a></th><td><span class="pill default">default</span><div class="note">in by default: joins the own-English pool</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Paragraph-Dictation-Passages">Paragraph Dictation Passages</a> <span class="badge exp">experimental</span> <span class="badge none">not created yet</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags paragraphs; formatting, out of scope; approach undecided</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Expanded-Acronym-Sentences">Expanded Acronym Sentences</a></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags expanded-acronyms</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Procurement-Sentences">Procurement Sentences</a> <span class="badge none">not created yet</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags procurement</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Idiom-Sentences">Idiom Sentences</a> <span class="badge none">not created yet</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags idioms</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Name-Cipher-Sentences">Name Cipher Sentences</a> <span class="badge exp">experimental</span> <span class="badge none">not created yet</span></th><td><span class="pill never">never</span><div class="note">contradicts every other set by design; own run recipe only</div></td><td><span class="pill never">never</span><div class="note">contradicts every other set by design</div></td><td><span class="pill never">never</span><div class="note">contradicts every other set by design</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Numerics-Sentences">Numerics Sentences</a> <span class="badge none">not created yet</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags numerics</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Whispered-Sentences">Whispered Sentences</a> <span class="badge exp">experimental</span> <span class="badge none">not created yet</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags whispered</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Web-Address-Sentences">Web Address Sentences</a> <span class="badge none">not created yet</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags web-addresses</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/Spelled-Out-Sentences">Spelled-Out Sentences</a> <span class="badge none">not created yet</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags spelled-out</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr><th scope="row"><a href="https://huggingface.co/datasets/Hebrish/False-Start-Sentences">False-Start Sentences</a> <span class="badge exp">experimental</span> <span class="badge none">not created yet</span></th><td><span class="pill opt-in">opt-in</span><div class="note">--include-tags false-starts; polish step, opt-in (release 67)</div></td><td><span class="pill default">default</span><div class="note">every task tag; Hebrew-free rows</div></td><td><span class="pill default">default</span><div class="note">every own take</div></td></tr><tr class="grp"><th colspan="4">Outside the master</th></tr><tr><th scope="row">LibriSpeech-PC replay <span class="badge">external</span></th><td><span class="pill default">default</span><div class="note">public replay, ~10%</div></td><td><span class="pill default">default</span><div class="note">--replay-share, 10%</div></td><td><span class="pill default">default</span><div class="note">--replay-share, 10%</div></td></tr></tbody></table></div>
-<h3>Blend datasets</h3><p class="small muted">One per trained model: the clips that run trained on, replay included, tagged with the run id.</p><ul><li><a href="https://huggingface.co/datasets/Hebrish/Parakeet-V2-Blend-No-Hebrew">Parakeet-V2-Blend-No-Hebrew</a>: run <code>r7-general</code>, blend <code>general</code>, model <a href="https://huggingface.co/Hebrish/Parakeet-TDT-0.6B-v2-Tech-And-Accent">Hebrish/Parakeet-TDT-0.6B-v2-Tech-And-Accent</a></li></ul>
-<p class="small muted" style="margin-top:8px">v1.0 · Jachnun was trained on 2026-10-19, before task datasets
+<h3>Blend datasets</h3><p class="small muted">One per trained model: the clips that run trained on, replay included, tagged with the run id.</p><ul><li><a href="https://huggingface.co/datasets/Hebrish/Parakeet-V2-Blend-All">Parakeet-V2-Blend-All</a>: run <code>r7-all</code>, blend <code>all</code>, model <a href="https://huggingface.co/Hebrish/Parakeet-TDT-0.6B-v2-English-Hebrew-Codeswitching-All-Subsets">Hebrish/Parakeet-TDT-0.6B-v2-English-Hebrew-Codeswitching-All-Subsets</a></li><li><a href="https://huggingface.co/datasets/Hebrish/Parakeet-V2-Blend-No-Hebrew">Parakeet-V2-Blend-No-Hebrew</a>: run <code>r7-general</code>, blend <code>general</code>, model <a href="https://huggingface.co/Hebrish/Parakeet-TDT-0.6B-v2-Tech-And-Accent">Hebrish/Parakeet-TDT-0.6B-v2-Tech-And-Accent</a></li></ul>
+<p class="small muted" style="margin-top:8px">Boxty v1.0 was trained on 2026-10-20, before task datasets
 existed; task-tag defaults apply from the next round. Rows tagged <code>names</code>, <code>numeric</code>, <code>email</code>,
 <code>message</code> or Correct-mode corrections have no subset of their own but are in the master and in the own-English pool
 (corrections and numbers first).</p>