Olmo 3.1 32B Instruct

allenai

Olmo 3.1 32B Instruct is a large-scale, 32-billion-parameter instruction-tuned language model engineered for high-performance conversational AI, multi-turn dialogue, and practical instruction following. As part of the Olmo 3.1 family, this variant emphasizes responsiveness to complex user directions and robust chat interactions while retaining strong capabilities on reasoning and coding benchmarks. Developed by Ai2 under the Apache 2.0 license, Olmo 3.1 32B Instruct reflects the Olmo initiative’s commitment to openness and transparency.

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Capabilities

Tool Use

Example Use Cases

Multi-turn dialogue with tools

Complex instruction-following

Open-source conversational ai

Technical Specifications

Context Window

65,536 tokens

Max Output

65,536 tokens

Cache Miss Cost

$0.20 per 1M tokens

Non-Reasoning Cost

$0.60 per 1M tokens

Web Search Cost

$15 per 1K calls

Code Execution Cost

$0.19 per 1K calls

⚠️ Legacy

Made legacy on

Reason

Untested

Recommended Replacement

Qwen3.5 Plus