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2700 Elo Neural Chess Engine on Home PC

Autochess NN is a browser-playable neural chess engine reaching ~2700 Elo, built on a home RTX 4090 using AI-assisted research. It features residual CNN + transformer architecture, trained on 100M+ positions via Lichess pretraining, Syzygy fine-tuning, and self-play RL. Includes play-vs-AI, puzzles, and move analysis with CPU inference under 2ms.

Reddit r/MachineLearningCommunityMar 21#chess-engine#self-play-rl#neural-architecture