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diff --git a/generation.yaml b/generation.yaml
index 2394bfb5f392de8a6a3ef95003440566ffbb11ba..b7d42b1aa96e2ca7fbbd12ab472cc92cfa683916 100644
--- a/generation.yaml
+++ b/generation.yaml
@@ -81,14 +81,13 @@ huggingface:
   # as independently loadable splits; bounds are half-open [min, max).
   token_strata:
     tokenizer: allenai/Olmo-3-1025-7B
-    mode: sampled
+    # Gigatoken makes exact per-row OLMo-3 lengths practical during staging.
+    mode: exact
     field: prefix
-    # Short prompts can use tokenizer parallelism, while the character budget
-    # prevents near-million-token prompts from occupying one batch.
-    batch_size: 4
+    # Short prompts use larger batches, while the character budget keeps
+    # near-million-token prompts from occupying the same batch.
+    batch_size: 64
     max_batch_characters: 16000000
-    calibration_scan_rows: 128
-    calibration_samples_per_group: 16
     ranges:
       - {name: tokens_0_100k, min_tokens: 0, max_tokens: 100000}
       - {name: tokens_100k_500k, min_tokens: 100000, max_tokens: 500000}
diff --git a/manifest.json b/manifest.json
index 1bdee08afe5fc90da3d4a679764788f415e06a13..71b3afff9de729deb15b511c25fd484b6126462f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -55,7 +55,7 @@
   },
   "generated_at": "2026-07-22T23:50:23.489126+00:00",
   "hub_files": {
-    "README.md": "729ea7319db5033d97605be3afcf4faa0bcad224164ffba09a03e2c2ab69f4ce",
+    "README.md": "4a746a239d5b9c9a144ba5b88c5b7d75b913992c27fd9c13f7c5beff813d65c4",
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@@ -179,751 +179,813 @@
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     "formats/cube-painting.yaml": "08a288c9dc5bdeebbadd466e2f91a77fc7592fe6b033e3acb347187b649b65d1",
     "formats/integer-code.yaml": "a722481912427a14ee851fd8d34c0aea1dd7c309e0d85ef06094092734147170",
     "formats/people-in-rooms.yaml": "684550967cbf08fd04b0da397bf905eaa8fbe8820f74e79034f0e440f1d2f581",
     "formats/ruler.yaml": "32d4336d4c3a2902d8a4f0977c21313c5636e5aa5bb58340ca6d096800ec0168",
     "formats/spreadsheet-cells.yaml": "c212a7b3325bbac8f771227d90339c43ce16423baf82ad38ac0a5595dda52169",
     "formats/status-lights.yaml": "42c9528d459c7e75055dd2a748b23834317fa4c4194e887fb815a525b36bf71b",
-    "generation.yaml": "7a2824e6d286ee184a057fd9bd7cf47197b86e359f98b7f3c671e48d8482c2de"
+    "generation.yaml": "9ace23bd54cf6ffa3cf673056baa90b4f92ae31aa09f04f8156b068f847cc3f9"
   },
   "huggingface": {
     "card": {
@@ -948,13 +1010,13 @@
     "staging_workers": 2,
     "token_strata": {
       "add_special_tokens": false,
-      "batch_size": 4,
+      "batch_size": 64,
       "calibration_samples_per_group": 16,
       "calibration_scan_rows": 128,
       "field": "prefix",
       "joiner": "",
       "max_batch_characters": 16000000,
-      "mode": "sampled",
+      "mode": "exact",
       "ranges": [
         {
           "max_tokens": 100000,