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Batch Inference is now generally available on Runpod Serverless

Baidu

Unlimited OCR

Baidu's 3.3B-parameter open vision-language model with a 32K-token context, ready to serve on Runpod Serverless with vLLM or on a Pod.

Vision + language
Text generation
3.3B · 32K context
See deploy options

Unlimited OCR

Specifications

Provider
Baidu
Modality
Vision + language
Task
Text generation
Parameters
3.3B
Active parameters
Context
32K tokens
Precision
BF16
Weights
7
License
mit
Released
2026-06-18
Endpoint ID
Weights on Hugging Face
baidu/Unlimited-OCR

Frequently asked questions

How do I deploy Unlimited OCR on Runpod?

Deploy the vLLM worker from the Runpod Hub as a Serverless endpoint and set MODEL_NAME to baidu/Unlimited-OCR. The endpoint is OpenAI-compatible and scales to zero when idle. You can also run vLLM on a Pod.

What GPU do I need to run Unlimited OCR?

Start with RTX 4090 (24 GB VRAM). The weights take about 7 GB; longer contexts and more concurrent requests need extra memory for the KV cache.

How much does Unlimited OCR cost on Runpod?

Serverless endpoints and Pods bill per second for the GPU you choose. A Serverless endpoint costs nothing while scaled to zero.

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No items found.
baidu-unlimited-ocr
baidu/Unlimited-OCR
Vision + language
2026-06-18 17:00
RTX 4090