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NVIDIA OCR Models: Open Code Reasoning Leader

  • * NVIDIA has released the Open Code Reasoning (OCR) models (32B, 14B, and 7B parameters) under the Apache 2.0 license, designed for code reasoning tasks.
  • * The OCR models outperform O3 mini and O1 (low) on the LiveCodeBench benchmark, indicating strong performance in live coding scenarios.
  • * The models are claimed to be 30% more token-efficient compared to other reasoning models of similar size, potentially leading to faster inference and reduced memory footprint. This is attributed to the OCR dataset used for training.
  • * The OCR models are compatible with various inference frameworks and libraries, including `llama.cpp`, `vLLM`, `transformers`, and TGI (Text Generation Inference), facilitating easy integration into existing workflows.
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