#VFlash

2 stories · 2 in 7 days · 2 in 30 days
Stories, products and papers tagged "VFlash", newest first.
Nov 6
ModelsBuildersMulti-sourceSelected01:26
NVIDIA Releases VFlash, a System-1 VLM for Physical AI

VFlash treats visual planning as a fast, System-1 capability, pointing to a shift in how embodied agents handle low-latency decision-making instead of reasoning purely through text. Robotics and physical AI developers can review the project page and the lead's thread to understand the architecture details. It comes from the same NVIDIA research group as Jim Fan's GEAR Lab, whose embodied agent work is a useful benchmark for comparison.

Event
Jim Fan@DrJimFan8 sourcesSource
PapersBuildersSelected01:24
VFlash Parallel Vision Model Speeds Robot Inference 5.1x

The counterintuitive result is that skipping autoregressive decoding improves accuracy while speeding it up, since parallel output avoids compounding coordinate errors. Robotics and edge-AI developers working on Jetson-class hardware can use the open-source release to cut inference latency for manipulation and trajectory tasks. The parallel-decoding idea may also transfer to other fixed-structure prediction problems beyond robotics.

Jim Fan@DrJimFanSource