datalab-to/chandra
Image-Text-to-Text • 9B • Updated • 118k • 515
Mohamed ElMesawy
mohamedelmesawy
AI & ML interests
A Machine/Deep Learning researcher with experience in industry and academia in different domains, such as Computer Vision, Natural Language Processing, and Reinforcement Learning.
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📢 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-ner
👩💻 code: https://github.com/nicolay-r/nlp-thirdgate/blob/master/tutorials/ner_flair_0151.sh
🤖 models:
flair
Provider: https://raw.githubusercontent.com/nicolay-r/nlp-thirdgate/refs/heads/master/ner/flair_0151.py
Framework: https://github.com/nicolay-r/bulk-ner
🚀 Performance: the default ner model (Thinkpad X1 Nano)
Batch-size 1 6it/sec
Batch-size 10+ 12it/sec
🌌 other wrappers for bulk-ner nlp-thirdgate: https://github.com/nicolay-r/nlp-thirdgate
Just tested Flair below is how you can start for adapting for processing your CSV / JSONL data via bulk-ner
👩💻 code: https://github.com/nicolay-r/nlp-thirdgate/blob/master/tutorials/ner_flair_0151.sh
🤖 models:
Provider: https://raw.githubusercontent.com/nicolay-r/nlp-thirdgate/refs/heads/master/ner/flair_0151.py
Framework: https://github.com/nicolay-r/bulk-ner
🚀 Performance: the default ner model (Thinkpad X1 Nano)
Batch-size 1 6it/sec
Batch-size 10+ 12it/sec
🌌 other wrappers for bulk-ner nlp-thirdgate: https://github.com/nicolay-r/nlp-thirdgate
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numind/NuExtract-1.5
Text Generation • 4B • Updated • 2k • 245
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Image-Text-to-Text • 11B • Updated • 208k • 1.58k
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Image-to-Text • Updated • 218k • 927
microsoft/Phi-3.5-mini-instruct
Text Generation • 4B • Updated • 713k • 971
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