Rising1 sources· last seen 21h ago· first seen 21h ago
I classified 3.5M US patents with Nemotron 9B on a single RTX 5090 — then built a free search engine on top
Patent lawyer here, started coding Dec 2025. **The pipeline:** * Downloaded 3.5M US patents (2016-2025) from USPTO PatentsView * Loaded everything into a single 74GB SQLite file with FTS5 * Ran Nemotron 9B locally on RTX 5090 to classify records into 100 tech tags (\~48 hours) * BM25 ranking with
Lead: r/LocalLLaMABigness: 32classifiedpatentsnemotronsinglertx
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10
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350 upvotes across 1 sub
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I classified 3.5M US patents with Nemotron 9B on a single RTX 5090 — then built a free search engine on top
REDDIT · r/LocalLLaMA · 21h ago · ⬆ 350 · 💬 103
score 109
Patent lawyer here, started coding Dec 2025. **The pipeline:** * Downloaded 3.5M US patents (2016-2025) from USPTO PatentsView * Loaded everything into a single 74GB SQLite file with FTS5 * Ran Nemotron 9B locally on RTX 5090 to classify records into 100 tech tags (\~48 hours) * BM25 ranking with