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Olmo 3.1 32B Instruct DPO by allenai

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Olmo 3.1 32B Instruct DPO is an open-source language model by allenai. Features: 32b LLM, VRAM: 129.2GB, Context: 64K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.26.

  Arxiv:2512.13961 Base model:allenai/olmo-3.1-32... Base model:finetune:allenai/ol...   Conversational Dataset:allenai/dolci-instruct...   En   Endpoints compatible   Instruct   Olmo3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allenai/Olmo-3.1-32B-Instruct-DPO 

Olmo 3.1 32B Instruct DPO Benchmarks

LLME Score: 0.26476
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Olmo 3.1 32B Instruct DPO (allenai/Olmo-3.1-32B-Instruct-DPO)
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Olmo 3.1 32B Instruct DPO Parameters and Internals

LLM NameOlmo 3.1 32B Instruct DPO
Repository 🤗https://huggingface.co/allenai/Olmo-3.1-32B-Instruct-DPO 
Base Model(s)  allenai/Olmo-3.1-32B-Instruct-SFT   allenai/Olmo-3.1-32B-Instruct-SFT
Model Size32b
Required VRAM129.2 GB
Updated2026-03-28
Maintainerallenai
Model Typeolmo3
Instruction-BasedYes
Model Files  4.8 GB: 1-of-29   4.5 GB: 2-of-29   4.7 GB: 3-of-29   4.5 GB: 4-of-29   4.5 GB: 5-of-29   4.7 GB: 6-of-29   4.5 GB: 7-of-29   4.5 GB: 8-of-29   4.7 GB: 9-of-29   4.5 GB: 10-of-29   4.5 GB: 11-of-29   4.7 GB: 12-of-29   4.5 GB: 13-of-29   4.5 GB: 14-of-29   4.7 GB: 15-of-29   4.5 GB: 16-of-29   4.5 GB: 17-of-29   4.7 GB: 18-of-29   4.5 GB: 19-of-29   4.5 GB: 20-of-29   4.7 GB: 21-of-29   4.5 GB: 22-of-29   4.5 GB: 23-of-29   4.7 GB: 24-of-29   4.5 GB: 25-of-29   4.5 GB: 26-of-29   4.7 GB: 27-of-29   3.6 GB: 28-of-29   2.0 GB: 29-of-29
Supported Languagesen
Model ArchitectureOlmo3ForCausalLM
Licenseapache-2.0
Context Length65536
Model Max Length65536
Transformers Version4.57.1
Tokenizer ClassGPT2Tokenizer
Padding Token<|pad|>
Vocabulary Size100278

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Olmo 3.1 32B Instruct64K / 64.7 GB6741072
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Note: green Score (e.g. "73.2") means that the model is better than allenai/Olmo-3.1-32B-Instruct-DPO.

Rank the Olmo 3.1 32B Instruct DPO Capabilities

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Instruction Following and Task Automation  
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