Making every stage of medical device document assessment with large language models deterministic
A pipeline built to be deterministic at every stage -- text extraction and optical character recognition (OCR), chunking, embedding, embedding, indexing, retrieval and inference -- returned byte-identical output at each stage across reruns, interruptions, edits, machines of one graphics processing unit (GPU) model and...
Ryosuke Suzuki
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