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README.md

@@ -8,51 +8,51 @@ configs:
 <!-- config:math500 -->
 ## math500
 
-100 instances, evaluated from [`connections-dev/create-interpret-task-general-x100`](https://huggingface.co/datasets/connections-dev/create-interpret-task-general-x100) (commit
-`8485bb7`), eval code at git `87dd0ea`.
+500 instances, evaluated from [`connections-dev/create-interpret-task-general-x100`](https://huggingface.co/datasets/connections-dev/create-interpret-task-general-x100) (commit
+`f6446ce`), eval code at git `59d76b0`.
 Files: `data/math500.jsonl` (one row per instance), `metrics/math500.json`, `audit/math500.jsonl`
 (answer groups that string match called wrong, next to the gold answer, to see what it misses).
 
 ### Results
 | Metric | Value |
 |---|---|
-| Instances | 100 |
-| Samples (successful / total) | 9950 / 10000 |
-| Mean accuracy (pass@1) | 0.959 |
-| pass@5 | 0.985 |
-| pass@10 | 0.988 |
-| pass@100 | 0.989 |
-| Majority vote | 0.970 |
-| Truncated (hit the token limit) | 0.0% |
-| No answer | 0.0% |
-| Answer taken from `\boxed{}` (no tags) | 99.7% |
+| Instances | 500 |
+| Samples (successful / total) | 50000 / 50000 |
+| Mean accuracy (pass@1) | 0.964 |
+| pass@5 | 0.986 |
+| pass@10 | 0.990 |
+| pass@100 | 0.994 |
+| Majority vote | 0.978 |
+| Truncated (hit the token limit) | 0.2% |
+| No answer | 0.2% |
+| Answer taken from `\boxed{}` (no tags) | 99.3% |
 | Answered without `<answer>` tags or a box | 0.0% |
 | Answer taken from the first **bold** span | 0.0% |
-| Confidently wrong (top wrong answer >= 50.0% of samples) | 2.0% |
-| Modal answer correct | 97.0% |
-| Neither (modal wrong, no dominant wrong answer) | 1.0% |
-| Distinct answers per instance (mean) | 1.33 |
-| Answer entropy, bits (mean) | 0.10 |
+| Confidently wrong (top wrong answer >= 50.0% of samples) | 1.0% |
+| Modal answer correct | 97.8% |
+| Neither (modal wrong, no dominant wrong answer) | 1.2% |
+| Distinct answers per instance (mean) | 1.56 |
+| Answer entropy, bits (mean) | 0.11 |
 
 ### By level
 | level | Instances | Mean accuracy | Any sample correct |
 |---|---|---|---|
-| 1 | 11 | 0.951 | 1.000 |
-| 2 | 25 | 0.960 | 0.960 |
-| 3 | 19 | 0.999 | 1.000 |
-| 4 | 22 | 0.994 | 1.000 |
-| 5 | 23 | 0.896 | 1.000 |
+| 1 | 43 | 0.969 | 1.000 |
+| 2 | 90 | 0.986 | 0.989 |
+| 3 | 105 | 0.992 | 1.000 |
+| 4 | 128 | 0.971 | 1.000 |
+| 5 | 134 | 0.919 | 0.985 |
 
 ### By subject
 | subject | Instances | Mean accuracy | Any sample correct |
 |---|---|---|---|
-| Algebra | 25 | 1.000 | 1.000 |
-| Counting & Probability | 6 | 0.973 | 1.000 |
-| Geometry | 7 | 0.923 | 1.000 |
-| Intermediate Algebra | 19 | 0.863 | 0.947 |
-| Number Theory | 11 | 1.000 | 1.000 |
-| Prealgebra | 18 | 0.958 | 1.000 |
-| Precalculus | 14 | 0.999 | 1.000 |
+| Algebra | 124 | 0.999 | 1.000 |
+| Counting & Probability | 38 | 0.960 | 1.000 |
+| Geometry | 41 | 0.872 | 0.976 |
+| Intermediate Algebra | 97 | 0.939 | 0.990 |
+| Number Theory | 62 | 0.999 | 1.000 |
+| Prealgebra | 82 | 0.966 | 1.000 |
+| Precalculus | 56 | 0.957 | 0.982 |
 
 ### How answers are scored
 - **Answer**: the text after the last `</think>`. The last `<answer>...</answer>` wins (`answer_source` = `tag`).
@@ -92,109 +92,109 @@ Files: `data/math500.jsonl` (one row per instance), `metrics/math500.json`, `aud
 
 ```json
 {
-  "n_instances": 100,
-  "n_instances_with_samples": 100,
-  "n_samples": 10000,
-  "n_success": 9950,
-  "n_failed": 50,
-  "acc_mean": 0.9592382820638425,
-  "pass_any_mean": 0.99,
-  "majority_correct_mean": 0.97,
-  "truncation_rate": 0.00030150753768844223,
-  "no_answer_rate": 0.00030150753768844223,
+  "n_instances": 500,
+  "n_instances_with_samples": 500,
+  "n_samples": 50000,
+  "n_success": 50000,
+  "n_failed": 0,
+  "acc_mean": 0.96396,
+  "pass_any_mean": 0.994,
+  "majority_correct_mean": 0.978,
+  "truncation_rate": 0.0024,
+  "no_answer_rate": 0.00242,
   "bare_rate": 0.0,
-  "boxed_rate": 0.9968844221105527,
+  "boxed_rate": 0.99326,
   "bold_rate": 0.0,
-  "entropy_mean": 0.09660363697596018,
-  "n_distinct_mean": 1.33,
+  "entropy_mean": 0.11005466561573345,
+  "n_distinct_mean": 1.56,
   "collapse": {
     "threshold": 0.5,
-    "collapsed_wrong_frac": 0.02,
-    "modal_correct_frac": 0.97,
-    "other_frac": 0.01,
-    "top_wrong_frac_mean": 0.031058113226814156
+    "collapsed_wrong_frac": 0.01,
+    "modal_correct_frac": 0.978,
+    "other_frac": 0.012,
+    "top_wrong_frac_mean": 0.02134
   },
   "pass_at_k": {
     "1": {
-      "value": 0.9592382820638425,
-      "n_instances": 100
+      "value": 0.96396,
+      "n_instances": 500
     },
     "5": {
-      "value": 0.9846545271250211,
-      "n_instances": 100
+      "value": 0.9855310169866135,
+      "n_instances": 500
     },
     "10": {
-      "value": 0.9883641964917858,
-      "n_instances": 100
+      "value": 0.9896725403400437,
+      "n_instances": 500
     },
     "100": {
-      "value": 0.9893617021276596,
-      "n_instances": 94
+      "value": 0.994,
+      "n_instances": 500
     }
   },
   "breakdowns": {
     "level": {
       "1": {
-        "n_instances": 11,
-        "acc_mean": 0.950909090909091,
+        "n_instances": 43,
+        "acc_mean": 0.9690697674418605,
         "pass_any_mean": 1.0
       },
       "2": {
-        "n_instances": 25,
-        "acc_mean": 0.96,
-        "pass_any_mean": 0.96
+        "n_instances": 90,
+        "acc_mean": 0.9857777777777778,
+        "pass_any_mean": 0.9888888888888889
       },
       "3": {
-        "n_instances": 19,
-        "acc_mean": 0.9994736842105262,
+        "n_instances": 105,
+        "acc_mean": 0.9920952380952381,
         "pass_any_mean": 1.0
       },
       "4": {
-        "n_instances": 22,
-        "acc_mean": 0.9936363636363637,
+        "n_instances": 128,
+        "acc_mean": 0.9709375,
         "pass_any_mean": 1.0
       },
       "5": {
-        "n_instances": 23,
-        "acc_mean": 0.8962534002775766,
-        "pass_any_mean": 1.0
+        "n_instances": 134,
+        "acc_mean": 0.918955223880597,
+        "pass_any_mean": 0.9850746268656716
       }
     },
     "subject": {
       "Algebra": {
-        "n_instances": 25,
-        "acc_mean": 0.9995999999999999,
+        "n_instances": 124,
+        "acc_mean": 0.9989516129032259,
         "pass_any_mean": 1.0
       },
       "Counting & Probability": {
-        "n_instances": 6,
-        "acc_mean": 0.9731786941580757,
+        "n_instances": 38,
+        "acc_mean": 0.9602631578947369,
         "pass_any_mean": 1.0
       },
       "Geometry": {
-        "n_instances": 7,
-        "acc_mean": 0.9228571428571428,
-        "pass_any_mean": 1.0
+        "n_instances": 41,
+        "acc_mean": 0.8717073170731707,
+        "pass_any_mean": 0.975609756097561
       },
       "Intermediate Algebra": {
-        "n_instances": 19,
-        "acc_mean": 0.8629186166239164,
-        "pass_any_mean": 0.9473684210526315
+        "n_instances": 97,
+        "acc_mean": 0.9394845360824742,
+        "pass_any_mean": 0.9896907216494846
       },
       "Number Theory": {
-        "n_instances": 11,
-        "acc_mean": 1.0,
+        "n_instances": 62,
+        "acc_mean": 0.9991935483870968,
         "pass_any_mean": 1.0
       },
       "Prealgebra": {
-        "n_instances": 18,
-        "acc_mean": 0.958294573643411,
+        "n_instances": 82,
+        "acc_mean": 0.9659756097560975,
         "pass_any_mean": 1.0
       },
       "Precalculus": {
-        "n_instances": 14,
-        "acc_mean": 0.9992857142857143,
-        "pass_any_mean": 1.0
+        "n_instances": 56,
+        "acc_mean": 0.9569642857142858,
+        "pass_any_mean": 0.9821428571428571
       }
     }
   },
@@ -202,7 +202,7 @@ Files: `data/math500.jsonl` (one row per instance), `metrics/math500.json`, `aud
   "n_requested": "all",
   "input": {
     "repo": "connections-dev/create-interpret-task-general-x100",
-    "sha": "8485bb7b97b7b1fa1474c31ea397b8aee0e9f5f7",
+    "sha": "f6446ce19bebb877d81a9a062906190a60dc5d8d",
     "subset": "math500"
   },
   "enable_thinking": true,
@@ -210,7 +210,7 @@ Files: `data/math500.jsonl` (one row per instance), `metrics/math500.json`, `aud
   "judge_model": null,
   "judge_settings": null,
   "eval_git": {
-    "sha": "87dd0ea592e6ef65a8bb3e5fa11fa92985654613",
+    "sha": "59d76b0c6c4aedffc10d0e4276fdea9770a37a4d",
     "dirty": false
   }
 }