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OLMoCR 2 7B

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OLMoCR 2 7B is Allen AI's language model. A 7B specialized OCR model from the Allen Institute for AI that converts PDF documents into clean, structured text while preserving formatting and layout information.
Specifications
Canonical IDallenai-olmocr-2-7b
TypeLanguage
StatusActive
CreatorAllen AIAllen AI
Input ModalitiesText
Output ModalitiesText
Parameters7B

Capabilities

Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Cheapest Instances to Run It

Cloud GPU instances that can host OLMoCR 2 7B, ranked by cheapest on-demand price. The model needs about 17 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.

All clouds
FP16 (full precision)
US Dollar ($)
Instance
Cloud
GPU
VRAM
Price
Cheapest region
g2-standard-4GCPnvidia-l424 GB$0.705/hrus-east4
g6.xlargeAWSL422 GB$0.805/hrus-east-1
g2-standard-8GCPnvidia-l424 GB$0.851/hrus-east4
7 more instances can run OLMoCR 2 7B
Unlock the full ranked list and FP8 / INT4 quantization with a CloudPrice subscription.

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
OLMoCR 2 7B————Current
OLMoCR 7B—16K$0.270$1.50Available

Model IDs

allenai-olmocr-2-7b
allenai/olmOCR-2-7B-1025