14:19
2026-08-03
dev.to
machine-learning
The AI that was smart on the bench suddenly started making mistakes in production
A developer at Lyr found that a fine-tuned 8B model outperformed a 4B model on benchmarks but lost in production due to quantization mismatch. Re-training with production compression restored the 8B's…