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Batch Inference is now generally available on Runpod Serverless

Baidu

Unlimited OCR 2

Baidu's 3.3B-parameter open vision-language model with a 128K-token context, ready to serve on Runpod Serverless with vLLM or on a Pod.

Vision + language
Text generation
3.3B · 128K context
See deploy options

Unlimited OCR 2

Specifications

Provider
Baidu
Modality
Vision + language
Task
Text generation
Parameters
3.3B
Active parameters
Context
128K tokens
Precision
BF16
Weights
7
License
mit
Released
2026-10-25
Endpoint ID
Weights on Hugging Face
baidu/Unlimited-OCR-2

Frequently asked questions

How do I deploy Unlimited OCR 2 on Runpod?

Deploy the vLLM worker from the Runpod Hub as a Serverless endpoint and set MODEL_NAME to baidu/Unlimited-OCR-2. 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 2?

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 2 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-2
baidu/Unlimited-OCR-2
Vision + language
2026-10-25 17:00
RTX 4090