Ramp fine-tunes Nemotron with one epoch on 10K receipt examples to match leading models

NVIDIAAI · x · 2026-10-17

Ramp Labs got early access to NVIDIA's Nemotron 3.5 Super VL and post-trained it for one of their highest-volume workflows: receipt extraction. One epoch of supervised fine-tuning on 10,000 examples made it competitive with leading open- and closed-source models on their internal receipt benchmark.

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