copy pass

index.html

@@ -101,8 +101,7 @@ when the verifier says no.</p>
 <b>These are recorded runs, not live inference.</b> Every step below is a real
 <code>sbd_generate</code> call on <a href="https://huggingface.co/belumind/sbd-sql-0.5b">belumind/sbd-sql-0.5b</a>,
 executed on an A100 in bf16 and logged forward pass by forward pass; the tracer was checked
-against the shipped decoder and reproduces it token for token. A live Gradio Space needs paid
-hardware, so the interactive version runs in Colab —
+against the shipped decoder and reproduces it token for token. The live version runs in Colab —
 <a href="https://huggingface.co/belumind/sbd-sql-0.5b/blob/main/demo/demo_colab.ipynb">demo/demo_colab.ipynb</a>.
 </div>
 
@@ -152,8 +151,7 @@ hardware, so the interactive version runs in Colab —
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 <p class="sub" style="margin-top:12px;font-size:13.5px">
-Single runs, so they scatter. The averaged numbers — 1.87 tok/fwd on 20 held-out real documents,
-2.28 on a template-generated set, and what that gap means — are on the
+Single runs scatter. Averaged results over 20 held-out documents, and the corpus comparison, are on the
 <a href="https://huggingface.co/belumind/sbd-sql-0.5b">model card</a>.</p>
 
 <h2>How to read it</h2>