Olmo 3.1 32B Instruct by allenai

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Olmo 3.1 32B Instruct is an open-source language model by allenai. Features: 32b LLM, VRAM: 64.7GB, Context: 64K, License: apache-2.0, Instruction-Based.

  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
Olmo 3.1 32B Instruct (allenai/Olmo-3.1-32B-Instruct)
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Olmo 3.1 32B Instruct Parameters and Internals

LLM NameOlmo 3.1 32B Instruct
Repository ๐Ÿค—https://huggingface.co/allenai/Olmo-3.1-32B-Instruct 
Base Model(s)  allenai/Olmo-3.1-32B-Instruct-DPO   allenai/Olmo-3.1-32B-Instruct-DPO
Model Size32b
Required VRAM64.7 GB
Updated2026-03-27
Maintainerallenai
Model Typeolmo3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   4.9 GB: 4-of-14   4.9 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.9 GB: 11-of-14   4.9 GB: 12-of-14   4.8 GB: 13-of-14   1.0 GB: 14-of-14
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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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20260327b