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view post Post 2361 π’ If you wish to empower LLM with IR and named entity recognition module, then I got relevant findings. Just tested Flair below is how you can start for adapting for processing your CSV / JSONL data via bulk-nerπ©βπ» code: https://github.com/nicolay-r/nlp-thirdgate/blob/master/tutorials/ner_flair_0151.shπ€ models: flair Provider: https://raw.githubusercontent.com/nicolay-r/nlp-thirdgate/refs/heads/master/ner/flair_0151.pyFramework: https://github.com/nicolay-r/bulk-nerπ Performance: the default ner model (Thinkpad X1 Nano)Batch-size 1 6it/secBatch-size 10+ 12it/secπ other wrappers for bulk-ner nlp-thirdgate: https://github.com/nicolay-r/nlp-thirdgate See translation π 7 7 + Reply
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