AllenAI: Olmo 2 32B Instruct✓ Catalog verified
OLMo-2 32B Instruct is a supervised instruction-finetuned variant of the OLMo-2 32B March 2025 base model. It excels in complex reasoning and instruction-following tasks across diverse benchmarks such as GSM8K, MATH, IFEval, and general NLP evaluation. Developed by AI2, OLMo-2 32B is part of an open, research-oriented initiative, trained primarily on English-language datasets to advance the understanding and development of open-source language models.
Overview
OLMo-2 32B Instruct is a supervised instruction-finetuned variant of the OLMo-2 32B March 2025 base model. It excels in complex reasoning and instruction-following tasks across diverse benchmarks such as GSM8K, MATH, IFEval, and general NLP evaluation. Developed by AI2, OLMo-2 32B is part of an open, research-oriented initiative, trained primarily on English-language datasets to advance the understanding and development of open-source language models.
Access: available through the official Allenai API. Context window: 128K.
Specifications
| API identifier | allenai/olmo-2-0325-32b-instruct |
| Provider | Allenai |
| Model type | Text LLM |
| Context window | 128K catalog |
| Input modalities | text |
| Output modalities | text |
| Released | Mar 14, 2025 |
| Moderated | No |
| Architecture modality | text->text |
Pricing
Live pricing components for allenai/olmo-2-0325-32b-instruct as published in the catalog.
| Pricing component | Raw unit price | Normalized | Unit |
|---|---|---|---|
| Prompt tokens | $5e-8 | $0.05 / 1M | Per input token |
| Completion tokens | $2e-7 | $0.20 / 1M | Per output token |
| Request fee | N/A | N/A | Per request |
| Image fee | N/A | N/A | Per image unit |
| Web search fee | N/A | N/A | Per search request |
Cost calculator
Estimate monthly spend from your own token volumes.
Estimated Total Cost
$0.07Calculated from current list pricing in the ModelsAtlas catalog.Capabilities
| Capability | Status | What it means |
|---|---|---|
| Visual Understanding | Not advertised | Image and document analysis support |
| Audio Processing | Not advertised | Speech and voice aligned flows |
| Tool Calling | Not advertised | Supports tools / function calling |
| Self-Hosting | Not advertised | Deploy outside managed APIs |
Capability signals
Directional signals derived from model metadata and capability tags — not official benchmark submissions.
Quick start
Call AllenAI: Olmo 2 32B Instruct through an OpenAI-compatible client.
from openai import OpenAI
client = OpenAI(
base_url="https://openrouter.ai/api/v1",
api_key="YOUR_API_KEY"
)
response = client.chat.completions.create(
model="allenai/olmo-2-0325-32b-instruct",
messages=[{"role": "user", "content": "Explain quantum physics."}]
)
print(response.choices[0].message.content)Alternatives
Closest models by context window from a different provider.
| Model | Provider | Context | Input /1M | Actions |
|---|---|---|---|---|
| Amazon: Nova Micro 1.0 | Amazon | 128K | $0.04 | View → |
| ByteDance: UI-TARS 7B | ByteDance | 128K | $0.10 | View → |
Sources & attribution
Pricing and metadata are maintained in the ModelsAtlas catalog.
Frequently asked questions
How much does AllenAI: Olmo 2 32B Instruct cost?
$0.05 per 1M input tokens and $0.20 per 1M output tokens on the official Allenai API.
What is the context window of AllenAI: Olmo 2 32B Instruct?
AllenAI: Olmo 2 32B Instruct supports up to 128K tokens of context.
Does AllenAI: Olmo 2 32B Instruct support tool / function calling?
AllenAI: Olmo 2 32B Instruct does not advertise first-class tool/function calling. Check vendor docs for the latest capabilities.
How do I access AllenAI: Olmo 2 32B Instruct?
Use the official Allenai API with the model id `allenai/olmo-2-0325-32b-instruct`. See the Quick start section above for code examples.