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13 changes: 6 additions & 7 deletions src/pages/ml.astro
Original file line number Diff line number Diff line change
Expand Up @@ -57,7 +57,7 @@ const clientModels = [
id: "ara-diac-small-2.1",
task: "diacritization",
pair: "Arabic → haraqat",
metric: "DER 4.57 (2.0 was 4.82 · 1.0 was 8.26)",
metric: "DER 4.57 [1.91, 2.35] vs teacher (1.0 was 8.26)",
artifact: "int8 · 264 MiB · fp16 · 674 MiB",
status: "released",
},
Expand Down Expand Up @@ -302,10 +302,9 @@ const clientModels = [
</table>
</div>
<p class="lb-note">
WER columns, decode protocols, and paired bootstrap CIs for every row:
<a href="https://github.com/interscript/rababa/blob/main/docs/RESULTS.md"
>rababa/docs/RESULTS.md</a
>. The GLM-5.3 family cannot disable thinking; low effort is its plainest protocol.
WER columns, decode protocols, and paired bootstrap CIs for every row live
in <a href="https://github.com/interscript/rababa/blob/main/docs/RESULTS.md">rababa/docs/RESULTS.md</a>.
The GLM-5.3 family cannot disable thinking; low effort is its plainest protocol.
</p>

<h3 class="tier-label">
Expand All @@ -327,8 +326,8 @@ const clientModels = [
<li class="ledger-row">
<span class="ledger-task">+ r7 labels</span>
<span class="ledger-body"><code class="ledger-id">fresher teacher labels</code></span>
<span class="ledger-metric tnum">4.82</span>
<span class="ledger-artifact">−0.47pp</span>
<span class="ledger-metric tnum">5.08</span>
<span class="ledger-artifact">−0.18pp (corrected 2026-09-05)</span>
</li>
<li class="ledger-row">
<span class="ledger-task">+ 6 epochs</span>
Expand Down
4 changes: 2 additions & 2 deletions src/pages/neural.astro
Original file line number Diff line number Diff line change
Expand Up @@ -23,8 +23,8 @@ import Base from "../layouts/Base.astro"
<option value="tha-g2p-small-1.0">Thai G2P — small (int8, 202 MB)</option>
</select>
<p class="tier-hint">
Full-set numbers for every tier — the leaderboard and the client ladder — on
<a href="/ml#leaderboard">the neural layer page</a>.
Full-set numbers for every tier — the leaderboard and the client ladder —
on <a href="/ml#leaderboard">the neural layer page</a>.
</p>

<label for="input">Input</label>
Expand Down