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I don't use any open-weights models for coding, but I use them heavily for document categorization and extraction. At millions-of-documents scale even the smallest models from OpenAI or Google cost more than running a small model on my own hardware, and for a lot of tasks I don't need the extra intelligence of proprietary models.


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