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smolvlapi0bitvlaevo1gr00t-n1.5gr00t-n1.6gr00t-n1.7
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Models

This page lists every VLA model Argos supports or is evaluating, with what's needed to run each one and how it performs on real hardware.

smolvla

Supported

450M params

vla.cpp's "golden reference" architecture — every other arch is validated against this recipe.

pi0

Candidate

3B params

Needs `huggingface-cli login` + accepting the PaliGemma license before first use.

Gated tokenizer access

bitvla

Candidate

2.4B params

1-bit/ternary weights, smallest footprint of any served model (1.3 GiB resident on Orin Nano) despite being 2.4B params.

evo1

Candidate

770M params

Second-highest success rate of the 7 (94.5% on LIBERO-Object, RTX 3060), fits comfortably on Orin Nano.

gr00t-n1.5

Candidate

3B params

V1.x candidate — filename now confirmed, launch args verified

gr00t-n1.6

Not compatible

3B params

~6GB resident weights exhaust the 8GB unified memory pool entirely — does not fit even with the simulator offloaded elsewhere.

gr00t-n1.7

Not compatible

3B params

Highest success rate of all 7 archs on LIBERO-Object (98.0%, RTX 3060), but same ~6GB footprint problem as N1.6 — does not fit the 8GB target hardware tier at all.