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Olmo 3 32B Think

Allen Institute for AI (Ai2) · 2025-11-20 · 32.2B parameters

Olmo 3 32B Think is Ai2's fully open 32B reasoning checkpoint, built from Olmo 3 Base through thinking SFT, DPO, and 750 steps of reinforcement learning with verifiable rewards. It generates intermediate thinking traces for math, coding, and general problem solving, and Ai2 publishes the weights, data, code, and checkpoints across the model flow.

Benchmark scores

BenchmarkScore
AA-LCR0.0
AA-LCR v1.10.0
AA-Omniscience Index-58.1
AIME 2025 (Artificial Analysis avg@10)73.7
Arena Text — Business, Management & Financial Ops (No Style Control)1290
Arena Text — Chinese (No Style Control)1300
Arena Text — Creative Writing (No Style Control)1256
Arena Text — English (No Style Control)1348
Arena Text — Entertainment, Sports & Media (No Style Control)1264
Arena Text — Exclude Ties (No Style Control)1238
Arena Text — Exclude Ties (Style Controlled)1248
Arena Text — Expert (No Style Control)1274
Arena Text — French (No Style Control)1291
Arena Text — French (Style Controlled)1304
Arena Text — German (No Style Control)1290
Arena Text — Hard Prompts (No Style Control)1302
Arena Text — Hard Prompts English (No Style Control)1336
Arena Text — Instruction Following (No Style Control)1274
Arena Text — Legal & Government (No Style Control)1289
Arena Text — Life, Physical & Social Science (No Style Control)1311
Arena Text — Longer Query (No Style Control)1295
Arena Text — Medicine & Healthcare (No Style Control)1315
Arena Text — Multi-turn (No Style Control)1290
Arena Text — Non-English (No Style Control)1254
Arena Text — Non-English (Style Controlled)1263
Arena Text — Occupational Mathematical (No Style Control)1330
Arena Text — Polish (No Style Control)1251
Arena Text — Polish (Style Controlled)1255
Arena Text — Russian (No Style Control)1254
Arena Text — Software & IT Services (No Style Control)1332
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