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Reject invalid Qwen logits and discard poisoned sessions

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Georg Bauer committed 2026-10-04 13:29:09 +02:00
1 parent 1de78fa3ef
commit 5ecf8ab4f3
31 files changed
+1812 -746
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tests/fixtures/mtplx-sampler-mixed.jsonl
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+15 -15
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@@ -7,17 +7,17 @@
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{"vocab":1,"mode":"disjoint","kinds":"ds","sampled":{"tokens":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"next":4606569824417127725},"residual":{"kind":"d","borrowed":false,"probabilities":"6c3c396ed6b5c36dcae172271f462051b1266b851e92df3deea8ac65478fd712"},"decisions":[[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408]],"next_verify":4594500682135173736}
{"vocab": 1, "mode": "disjoint", "kinds": "ds", "construction_error": true}
{"vocab":1,"mode":"disjoint","kinds":"sd","sampled":{"tokens":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"next":4606569824417127725},"residual":{"kind":"d","borrowed":false,"probabilities":"6c3c396ed6b5c36dcae172271f462051b1266b851e92df3deea8ac65478fd712"},"decisions":[[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408]],"next_verify":4594500682135173736}
{"vocab":1,"mode":"disjoint","kinds":"ss","sampled":{"tokens":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"next":4606569824417127725},"residual":{"kind":"s","borrowed":true,"probabilities":"6c3c396ed6b5c36dcae172271f462051b1266b851e92df3deea8ac65478fd712","ids":"af5570f5a1810b7af78caf4bc70a660f0df51e42baf91d4de5b2328de0e83dfc"},"decisions":[[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408]],"next_verify":4594500682135173736}
{"vocab": 1, "mode": "disjoint", "kinds": "ss", "construction_error": true}
{"vocab":1,"mode":"nonfinite","kinds":"dd","sampled":{"error":true,"next":4597358663699103712},"residual":{"error":true},"decisions":[[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408]],"next_verify":4594500682135173736}
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{"vocab":1,"mode":"nonfinite","kinds":"sd","sampled":{"tokens":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"next":4606569824417127725},"residual":{"kind":"d","borrowed":false,"probabilities":"6c3c396ed6b5c36dcae172271f462051b1266b851e92df3deea8ac65478fd712"},"decisions":[[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408]],"next_verify":4594500682135173736}
{"vocab":1,"mode":"nonfinite","kinds":"ss","sampled":{"tokens":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"next":4606569824417127725},"residual":{"kind":"s","borrowed":true,"probabilities":"6c3c396ed6b5c36dcae172271f462051b1266b851e92df3deea8ac65478fd712","ids":"af5570f5a1810b7af78caf4bc70a660f0df51e42baf91d4de5b2328de0e83dfc"},"decisions":[[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408]],"next_verify":4594500682135173736}
{"vocab": 1, "mode": "nonfinite", "kinds": "ds", "construction_error": true}
{"vocab": 1, "mode": "nonfinite", "kinds": "sd", "construction_error": true}
{"vocab": 1, "mode": "nonfinite", "kinds": "ss", "construction_error": true}
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{"vocab":1,"mode":"zero","kinds":"ss","sampled":{"tokens":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"next":4606569824417127725},"residual":{"kind":"s","borrowed":true,"probabilities":"6c3c396ed6b5c36dcae172271f462051b1266b851e92df3deea8ac65478fd712","ids":"af5570f5a1810b7af78caf4bc70a660f0df51e42baf91d4de5b2328de0e83dfc"},"decisions":[[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408],[true,0,4607182418800017408]],"next_verify":4594500682135173736}
{"vocab": 1, "mode": "zero", "kinds": "sd", "construction_error": true}
{"vocab": 1, "mode": "zero", "kinds": "ss", "construction_error": true}
{"vocab":17,"mode":"reverse","kinds":"dd","sampled":{"tokens":[4,5,14,12,7,5,10,3,12,16,5,16,12,2,7,15,12,5,13,4,1,3,5,7,5,14,3,3,2,10,14,10],"next":4606569824417127725},"residual":{"kind":"d","borrowed":false,"probabilities":"68d4bf336aea675e5e28b71c59e87684ebd64f905e71e86a590d9dfefb8d606c"},"decisions":[[true,5,4607182418800017408],[true,12,4607182418800017408],[true,2,4598175219545276417],[false,5,4585130310279789464],[true,16,4607182418800017408],[true,6,4604180019048437078],[true,13,4599154262942530872],[true,3,4607182418800017408],[true,10,4607182418800017408],[false,12,4592670820000712479],[true,7,4607182418800017408],[true,14,4607182418800017408],[false,10,4601392076421969630],[false,3,4594710912139606805],[true,1,4607182418800017408],[true,8,4607182418800017408],[true,15,4602678819172646914],[true,5,4607182418800017408],[true,12,4607182418800017408],[false,16,4598175219545276417],[true,9,4585130310279789464],[true,16,4607182418800017408],[false,14,4604180019048437078],[false,5,4599154262942530872],[true,3,4607182418800017408],[true,10,4607182418800017408],[false,12,4592670820000712479],[true,7,4607182418800017408],[true,14,4607182418800017408],[false,16,4601392076421969630],[true,11,4594710912139606805],[true,1,4607182418800017408]],"next_verify":4601557188279288624}
{"vocab":17,"mode":"reverse","kinds":"ds","sampled":{"tokens":[4,5,14,12,7,5,10,3,12,16,5,16,12,2,7,15,12,5,13,4,1,3,5,7,5,14,3,3,2,10,14,10],"next":4606569824417127725},"residual":{"kind":"d","borrowed":false,"probabilities":"68d4bf336aea675e5e28b71c59e87684ebd64f905e71e86a590d9dfefb8d606c"},"decisions":[[true,5,4607182418800017408],[true,12,4607182418800017408],[true,2,4598175219545276417],[false,5,4585130310279789464],[true,16,4607182418800017408],[true,6,4604180019048437078],[true,13,4599154262942530872],[true,3,4607182418800017408],[true,10,4607182418800017408],[false,12,4592670820000712479],[true,7,4607182418800017408],[true,14,4607182418800017408],[false,10,4601392076421969630],[false,3,4594710912139606805],[true,1,4607182418800017408],[true,8,4607182418800017408],[true,15,4602678819172646914],[true,5,4607182418800017408],[true,12,4607182418800017408],[false,16,4598175219545276417],[true,9,4585130310279789464],[true,16,4607182418800017408],[false,14,4604180019048437078],[false,5,4599154262942530872],[true,3,4607182418800017408],[true,10,4607182418800017408],[false,12,4592670820000712479],[true,7,4607182418800017408],[true,14,4607182418800017408],[false,16,4601392076421969630],[true,11,4594710912139606805],[true,1,4607182418800017408]],"next_verify":4601557188279288624}
{"vocab":17,"mode":"reverse","kinds":"sd","sampled":{"tokens":[4,5,14,12,7,5,10,3,12,16,5,16,12,2,7,15,12,5,13,4,1,3,5,7,5,14,3,3,2,10,14,10],"next":4606569824417127725},"residual":{"kind":"d","borrowed":false,"probabilities":"68d4bf336aea675e5e28b71c59e87684ebd64f905e71e86a590d9dfefb8d606c"},"decisions":[[true,5,4607182418800017408],[true,12,4607182418800017408],[true,2,4598175219545276417],[false,5,4585130310279789464],[true,16,4607182418800017408],[true,6,4604180019048437078],[true,13,4599154262942530872],[true,3,4607182418800017408],[true,10,4607182418800017408],[false,12,4592670820000712479],[true,7,4607182418800017408],[true,14,4607182418800017408],[false,10,4601392076421969630],[false,3,4594710912139606805],[true,1,4607182418800017408],[true,8,4607182418800017408],[true,15,4602678819172646914],[true,5,4607182418800017408],[true,12,4607182418800017408],[false,16,4598175219545276417],[true,9,4585130310279789464],[true,16,4607182418800017408],[false,14,4604180019048437078],[false,5,4599154262942530872],[true,3,4607182418800017408],[true,10,4607182418800017408],[false,12,4592670820000712479],[true,7,4607182418800017408],[true,14,4607182418800017408],[false,16,4601392076421969630],[true,11,4594710912139606805],[true,1,4607182418800017408]],"next_verify":4601557188279288624}
@@ -36,8 +36,8 @@
{"vocab":17,"mode":"nonfinite","kinds":"ss","sampled":{"tokens":[4,5,14,12,7,5,10,3,12,16,5,16,12,2,7,15,12,5,13,4,2,3,6,7,5,14,3,3,2,10,15,10],"next":4606569824417127725},"residual":{"kind":"s","borrowed":false,"probabilities":"67457fab781d99c8c492c7c4b1e18f0f75a7912065373eb47abee5b3facfbab7","ids":"0d242953c1c1ccca8826a893fc6c51b877e2137d856615aa8ef19fbd0b004672"},"decisions":[[true,5,4607182418800017408],[true,12,4607182418800017408],[true,2,4598175219545276416],[false,5,4585130310279789462],[true,16,4607182418800017408],[true,6,4604180019048437076],[true,13,4599154262942530871],[true,3,4607182418800017408],[true,10,4607182418800017408],[false,12,0],[true,7,4607182418800017408],[true,14,4607182418800017408],[false,10,4601392076421969629],[false,3,4594710912139606803],[true,1,4607182418800017408],[true,8,4607182418800017408],[true,15,4602678819172646912],[true,5,4607182418800017408],[true,12,4607182418800017408],[false,16,4598175219545276416],[true,9,4585130310279789462],[true,16,4607182418800017408],[false,14,4604180019048437076],[false,5,4599154262942530871],[true,3,4607182418800017408],[true,10,4607182418800017408],[false,12,0],[true,7,4607182418800017408],[true,14,4607182418800017408],[false,16,4601392076421969629],[true,11,4594710912139606803],[true,1,4607182418800017408]],"next_verify":4601557188279288624}
{"vocab":17,"mode":"zero","kinds":"dd","sampled":{"error":true,"next":4597358663699103712},"residual":{"error":true},"decisions":[[true,5,4607182418800017408],[true,12,4607182418800017408],[true,2,4607182418800017408],[true,9,4607182418800017408],[true,16,4607182418800017408],[true,6,4607182418800017408],[true,13,4607182418800017408],[true,3,4607182418800017408],[true,10,4607182418800017408],[true,0,4607182418800017408],[true,7,4607182418800017408],[true,14,4607182418800017408],[true,4,4607182418800017408],[true,11,4607182418800017408],[true,1,4607182418800017408],[true,8,4607182418800017408],[true,15,4607182418800017408],[true,5,4607182418800017408],[true,12,4607182418800017408],[true,2,4607182418800017408],[true,9,4607182418800017408],[true,16,4607182418800017408],[true,6,4607182418800017408],[true,13,4607182418800017408],[true,3,4607182418800017408],[true,10,4607182418800017408],[true,0,4607182418800017408],[true,7,4607182418800017408],[true,14,4607182418800017408],[true,4,4607182418800017408],[true,11,4607182418800017408],[true,1,4607182418800017408]],"next_verify":4594500682135173736}
{"vocab":17,"mode":"zero","kinds":"ds","sampled":{"error":true,"next":4597358663699103712},"residual":{"error":true},"decisions":[[true,5,4607182418800017408],[true,12,4607182418800017408],[true,2,4607182418800017408],[true,9,4607182418800017408],[true,16,4607182418800017408],[true,6,4607182418800017408],[true,13,4607182418800017408],[true,3,4607182418800017408],[true,10,4607182418800017408],[true,0,4607182418800017408],[true,7,4607182418800017408],[true,14,4607182418800017408],[true,4,4607182418800017408],[true,11,4607182418800017408],[true,1,4607182418800017408],[true,8,4607182418800017408],[true,15,4607182418800017408],[true,5,4607182418800017408],[true,12,4607182418800017408],[true,2,4607182418800017408],[true,9,4607182418800017408],[true,16,4607182418800017408],[true,6,4607182418800017408],[true,13,4607182418800017408],[true,3,4607182418800017408],[true,10,4607182418800017408],[true,0,4607182418800017408],[true,7,4607182418800017408],[true,14,4607182418800017408],[true,4,4607182418800017408],[true,11,4607182418800017408],[true,1,4607182418800017408]],"next_verify":4594500682135173736}
{"vocab":17,"mode":"zero","kinds":"sd","sampled":{"tokens":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"next":4606569824417127725},"residual":{"kind":"d","borrowed":false,"probabilities":"d5ae40407fdc5f612f7a29be2a4cfd02896ce0bc69b2cb448d70928cd8589dfe"},"decisions":[[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[true,0,4607182418800017408],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[true,0,4607182418800017408],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0]],"next_verify":4593803838413721144}
{"vocab":17,"mode":"zero","kinds":"ss","sampled":{"tokens":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"next":4606569824417127725},"residual":{"kind":"s","borrowed":false,"probabilities":"6c3c396ed6b5c36dcae172271f462051b1266b851e92df3deea8ac65478fd712","ids":"af5570f5a1810b7af78caf4bc70a660f0df51e42baf91d4de5b2328de0e83dfc"},"decisions":[[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[true,0,4607182418800017408],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[true,0,4607182418800017408],[false,0,0],[false,0,0],[false,0,0],[false,0,0],[false,0,0]],"next_verify":4593803838413721144}
{"vocab": 17, "mode": "zero", "kinds": "sd", "construction_error": true}
{"vocab": 17, "mode": "zero", "kinds": "ss", "construction_error": true}
{"vocab":129,"mode":"reverse","kinds":"dd","sampled":{"tokens":[28,40,101,86,49,43,77,23,86,120,32,120,85,12,56,112,89,42,94,27,10,19,44,58,34,105,25,16,12,77,109,77],"next":4606569824417127725},"residual":{"kind":"d","borrowed":false,"probabilities":"016fb306008bf67e7715558607ff212feeb4eb60395bcced17ec45f5d9137180"},"decisions":[[true,5,4607182418800017408],[true,12,4606773000652074634],[true,19,4603512819103641448],[true,26,4607182418800017408],[true,33,4607182418800017408],[false,26,4591215111030249285],[true,47,4607182418800017408],[true,54,4607182418800017408],[true,61,4604064542134914756],[true,68,4607182418800017408],[true,75,4607182418800017408],[false,57,4596373779694328216],[true,89,4607182418800017408],[true,96,4607182418800017408],[false,13,4604660403008689931],[true,110,4601477859272014780],[true,117,4607182418800017408],[true,124,4599676419421066581],[true,2,4607182418800017408],[false,87,4591215111030249285],[true,16,4607182418800017408],[true,23,4607182418800017408],[false,116,4604064542134914756],[true,37,4607182418800017408],[true,44,4607182418800017408],[false,15,4596373779694328216],[true,58,4607182418800017408],[true,65,4607182418800017408],[true,72,4604660403008689931],[true,79,4601477859272014780],[true,86,4607182418800017408],[false,119,4599676419421066581]],"next_verify":4587559244767229904}
{"vocab":129,"mode":"reverse","kinds":"ds","sampled":{"tokens":[28,40,101,86,49,43,77,23,86,120,32,120,85,12,56,112,89,42,94,27,10,19,44,58,34,105,25,16,12,77,109,77],"next":4606569824417127725},"residual":{"kind":"d","borrowed":false,"probabilities":"95fb6b0d021fee5af43a64377f31a0c9de0be74e84675713dce47256fd1eb898"},"decisions":[[true,5,4607182418800017408],[true,12,4607182418800017408],[true,19,4607182418800017408],[true,26,4607182418800017408],[false,108,4594288198107389753],[false,23,4578601153151023370],[true,47,4597808320356477103],[true,54,4607182418800017408],[true,61,4607182418800017408],[true,68,4607182418800017408],[true,75,4607182418800017408],[true,82,4607182418800017408],[true,89,4607182418800017408],[true,96,4607182418800017408],[true,103,4607182418800017408],[true,110,4607182418800017408],[true,117,4607182418800017408],[true,124,4607182418800017408],[true,2,4607182418800017408],[true,9,4607182418800017408],[true,16,4607182418800017408],[true,23,4607182418800017408],[true,30,4607182418800017408],[true,37,4607182418800017408],[true,44,4607182418800017408],[true,51,4607182418800017408],[true,58,4607182418800017408],[true,65,4607182418800017408],[true,72,4607182418800017408],[true,79,4607182418800017408],[true,86,4607182418800017408],[true,93,4607182418800017408]],"next_verify":4603745791242046308}
{"vocab":129,"mode":"reverse","kinds":"sd","sampled":{"tokens":[47,67,107,94,74,67,87,47,94,121,47,121,94,26,80,114,94,67,101,47,20,47,67,80,53,107,47,33,26,87,114,87],"next":4606569824417127725},"residual":{"kind":"d","borrowed":false,"probabilities":"dda7c63540eded4df14712cef1adc729b5bb3a01844f8c60f91d5b44c28d898e"},"decisions":[[false,94,0],[false,107,0],[false,107,0],[true,26,4607182418800017408],[true,33,4607182418800017408],[true,40,4603853864037681221],[true,47,4607182418800017408],[false,94,0],[false,80,0],[false,80,0],[false,26,0],[false,67,0],[false,6,0],[false,94,0],[false,6,0],[false,114,0],[false,80,0],[false,26,0],[false,67,0],[false,67,0],[false,87,0],[false,6,0],[false,74,0],[false,74,0],[false,74,0],[false,67,0],[false,87,0],[false,6,0],[false,53,0],[false,67,0],[false,94,0],[false,53,0]],"next_verify":4581739469254677216}
@@ -56,8 +56,8 @@
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{"vocab": 129, "mode": "zero", "kinds": "sd", "construction_error": true}
{"vocab": 129, "mode": "zero", "kinds": "ss", "construction_error": true}
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@@ -76,8 +76,8 @@
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{"vocab": 4097, "mode": "zero", "kinds": "sd", "construction_error": true}
{"vocab": 4097, "mode": "zero", "kinds": "ss", "construction_error": true}
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@@ -96,5 +96,5 @@
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