olmo-3:7b-think-fp16

2,981 yesterday

Olmo is a series of Open language models designed to enable the science of language models. These models are pre-trained on the Dolma 3 dataset and post-trained on the Dolci datasets.

7b 32b

yesterday

2ab176791f8c · 15GB ·

model
olmo3
·
7.3B
·
F16
params
{ "temperature": 0.6, "top_p": 0.95 }
license
Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR US

Readme

Olmo3.png

Olmo 3, a new family of 7B and 32B models in both Instruct and Think variants. It has long chain-of-thought thinking to improve reasoning tasks like math and coding.

Olmo is a series of Open language models designed to enable the science of language models. These models are pre-trained on the Dolma 3 dataset and post-trained on the Dolci datasets. Allen AI team is releasing all code, checkpoints, logs, and associated training details.

Models

Olmo 3 Instruct 7B

ollama run olmo-3:7b-instruct

Olmo 3 Think 7B

ollama run olmo-3:7b-think

Olmo 3 Think 32B

ollama run olmo-3:32b-think

Evaluation

Olmo 3 Instruct 7B

Benchmark Olmo3 Instruct 7B Qwen 3 8B (no reasoning) Qwen 3 VL 8B Instruct Qwen 2.5 7B Olmo 2 7B Instruct Apertus 8B Instruct Granite 3.3 8B Instruct
MATH 87.3 82.3 91.6 71 30.1 21.9 67.3
AIME 2024 44.3 26.2 55.1 11.3 1.3 0.5 7.3
AIME 2025 32.5 21.7 43.3 6.3 0.4 0.2 6.3
OMEGA 28.9 20.5 32.3 13.7 5.2 5.0 10.7
BigBenchHard 71.2 73.7 85.6 68.8 43.8 42.2 61.2
ZebraLogic 32.9 25.4 64.3 10.7 5.3 5.3 17.6
AGI Eval English 64.4 76 84.5 69.8 56.1 50.8 64.0
HumanEvalPlus 77.2 79.8 82.9 74.9 25.8 34.4 64.0
MBPP+ 60.2 64.4 66.3 62.6 40.7 42.1 54.0
LiveCodeBench v3 29.5 53.2 55.9 34.5 7.2 7.8 11.5
IFEval 85.6 86.3 87.8 73.4 72.2 71.4 77.5
IFBench 32.3 29.3 34 28.4 26.7 22.1 22.3
MMLU 69.1 80.4 83.6 77.2 61.6 62.7 63.5
PopQA 14.1 20.4 26.5 21.5 25.5 25.5 28.9
GPQA 40.4 44.6 51.1 35.6 31.3 28.8 33.0
AlpacaEval 2 LC 40.9 49.8 73.5 23 18.3 8.1 28.6
SimpleQA 79.3 79 90.3 78 – – –
LitQA2 38.2 39.6 30.7 29.8 – – –
BFCL 49.8 60.2 66.2 55.8 – – –
Safety 87.3 78 80.2 73.4 93.1 72.2 73.7

Olmo 3 Think 7B

Benchmark Olmo 3 Think 7B OpenThinker3-7B Nemotron-Nano-9B-v2 DeepSeek-R1-Distill-Qwen-7B Qwen 3 8B (reasoning) Qwen 3 VL 8B Thinker OpenReasoning Nemotron 7B
MATH 95.1 94.5 94.4 87.9 95.1 95.2 94.6
AIME 2024 71.6 67.7 72.1 54.9 74.0 70.9 77.0
AIME 2025 64.6 57.2 58.9 40.2 67.8 61.5 73.1
OMEGA 37.8 38.4 42.4 28.5 43.4 38.1 43.2
BBH 86.6 77.1 86.2 73.5 84.4 86.8 81.3
ZebraLogic 66.5 34.9 60.8 26.1 85.2 91.2 22.4
AGI Eval 81.5 78.6 83.1 69.5 87.0 90.1 81.4
HumanEval+ 89.9 87.4 89.7 83.0 80.2 83.7 89.7
MBPP+ 64.7 61.4 66.1 63.5 69.1 63.0 61.2
LCB v3 75.2 68.0 83.4 58.8 86.2 85.5 82.3
IFEval 88.2 51.7 86.0 59.6 87.4 85.5 42.5
IFBench 41.6 23.0 34.6 16.7 37.1 40.4 23.4
MMLU 77.8 77.4 84.3 67.9 85.4 86.5 80.7
PopQA 23.7 18.0 17.9 12.8 24.3 29.3 14.5
GPQA 46.2 47.6 56.2 54.4 57.7 61.5 56.6
AE 2 52.1 24.0 58.0 7.7 60.5 73.5 8.6
70.7 31.3 72.1 54.0 68.3 82.9 30.3

Olmo 3 Think 32B

Benchmark Olmo 3 Think 32B Qwen 3 32B Qwen 3 VL 32B Thinking Qwen 2.5 32B Gemma 3 27B Instruct Gemma 2 27B Instruct Olmo 2 32B Instruct DeepSeek-R1-Distill-Qwen-32B
Math
MATH 96.1 95.4 96.7 80.2 87.4 51.5 49.2 92.6
AIME 2024 76.8 80.8 86.3 15.7 28.9 4.7 4.6 70.3
AIME 2025 72.5 70.9 78.8 13.4 22.9 0.9 0.9 56.3
OMEGA 50.8 47.7 50.8 19.2 24.0 9.1 9.8 38.9
Reasoning
BigBenchHard 89.8 90.6 91.1 80.9 82.4 66.0 65.6 89.7
ZebraLogic 76.0 88.3 96.1 24.1 24.8 17.2 13.3 69.4
AGI Eval English 88.2 90.0 92.2 78.9 76.9 70.9 68.4 88.1
Coding
HumanEvalPlus 91.4 91.2 90.6 82.6 79.2 67.5 44.4 92.3
MBPP+ 68.0 70.6 66.2 66.6 65.7 61.2 49.0 70.1
LiveCodeBench v3 83.5 90.2 84.8 49.9 39.0 28.7 10.6 79.5
IF
IFEval 89.0 86.5 85.5 81.9 85.4 62.1 85.8 78.7
IFBench 47.6 37.3 55.1 36.7 31.3 27.8 36.4 23.8
Knowledge & QA
MMLU 85.4 88.8 90.1 84.6 74.6 76.1 77.1 88.0
PopQA 31.9 30.7 32.2 28.0 30.2 30.4 37.2 26.7
GPQA 58.1 67.3 67.4 44.6 45.0 39.9 36.4 61.8
Chat
AlpacaEval 2 LC 74.2 75.6 80.9 81.9 65.5 39.8 38.0 26.2
Safety 68.8 69.0 82.7 81.9 68.6 74.3 83.8 63.6