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DocLayLLM is an efficient multi-modal extension of large language models designed for text-rich document understanding, not requiring high-resolution image inputs. It claims to outperform other document understanding methods under limited-resource settings and offers zero-shot and fine-tuned model weights in a model zoo on HuggingFace. The repository provides installation instructions, pretrained weights, and an inference script to run the model on document images and OCR data.
AI named DocLayLLM in February 2026.