How to Autostart chandra-ocr-2 with 1M Context Windows

The most rapid route to a local installation of this model is through Docker.

Review and follow the instructions below.

No manual effort needed; the setup auto-ingests the large data.

The setup file includes an intelligent feature that instantly optimizes all configurations for your hardware profile.

🗂 Hash: 262db05bb80c53b4df69a5fe61fa6b44Last Updated: 2026-06-22



  • Processor: high single-core performance needed for token latency
  • RAM: at least 32 GB in dual-channel mode for bandwidth
  • Disk Space: 80 GB NVMe SSD required for fast model weights loading
  • GPU: high memory bandwidth GPU for next-gen local AI pipeline

The **chandra-ocr-2** model delivers *state-of-the-art* optical character recognition with unprecedented accuracy across diverse document types. It leverages a deep convolutional neural network architecture combined with attention mechanisms to capture both fine-grained character shapes and contextual layout cues. The model supports a wide range of languages and scripts, making it suitable for global enterprise workflows. Performance benchmarks show a character error rate below 0.5% on standard benchmarks, outperforming previous generations by over 15%. Integration is streamlined via a lightweight API that processes images in *real-time* with minimal hardware requirements.

Specification Value
Model size 210 MB
Supported languages 100
Input resolution 2048 × 3072 px
Processing speed > 30 fps
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