OLMo 3.1 32B Instruct

System Requirements

VRAM requirements for different quantization methods and context sizes

About OLMo 3.1 32B Instruct

OLMo 3.1 32B Instruct is a fully auditable instruction model developed by Ai2 for conversational AI, agentic tasks, and tool use. It features Grouped-Query Attention and RLVR alignment across a 65K token context window.

Technical Specifications

Resources

About OLMo 3

OLMo (Open Language Model) is a series of fully open language models designed to enable the science of language models. Released by the Allen Institute for AI (Ai2), OLMo 3 provides complete access to training data (Dolma 3), code, checkpoints, logs, and evaluation methodologies. The family includes Base models for pretraining research, Instruct variants for chat and tool use, and Think variants with chain-of-thought reasoning capabilities. All models are trained with staged approach including pretraining, mid-training, and long-context phases.

Other OLMo 3 Models

• OLMo 3 7B Think
• OLMo 3 7B Base
• OLMo 3 7B Instruct
• OLMo 3.1 32B Think
• OLMo 3 32B Base