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Open-weight model

smolvla-aegis-ft-step10607-full

by H krishnah27/smolvla-aegis-ft-step10607-full

smolvla-aegis-ft-step10607-full is an open-weight model from H. It has 450M parameters. At 16-bit it needs about 1.1 GB of GPU memory, which fits on 1x MI300X from $1.85 an hour, at the lowest prices in the SAVRN Index.

Self-contained FULL weights (merged LoRA r16/a32 onto step917, verified to bf16 precision). No peft/adapter path needed. For LIBERO eval: --policy.path with rename camera1/camera2.

Parameters450M
Context—
Weights906.7 MB
License—
AccessOpen weights
Monthly Downloads—

Runs On

What it takes to serve smolvla-aegis-ft-step10607-full (450M parameters): the memory its weights need at each precision, and the cheapest way to rent enough data-center GPUs to hold them.

PrecisionWeightsMemory neededCheapest setupPer hourAlso fits
16-bit 0.9 GB 1.1 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
8-bit 0.5 GB 0.5 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
4-bit 0.2 GB 0.3 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00

Memory is the weights at that precision plus 20% for the runtime and a short context; a long context needs more. Prices are the lowest on-demand hourly rates in the SAVRN Index, read Oct 18, 2026.

smolvla-aegis-ft-step10607-full on every accelerator the SAVRN Index prices, at every precision

Model Card

Self-contained FULL weights (merged LoRA r16/a32 onto step917, verified to bf16 precision). No peft/adapter path needed. For LIBERO eval: --policy.path with rename camera1/camera2.

Excerpt from the card by H.

Identity and Version

Repository
krishnah27/smolvla-aegis-ft-step10607-full
Publisher
H
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
450M parameters
Languages
Not stated by the source
Revision
a129dd0ce39d9ed872db711449e09429f6235793
First published
2026-10-08
Last updated
2026-10-09

Files and Weights

6 files, 906.7 MB in total. The weights are 1 file totalling 906.7 MB in safetensors.

Weights1 file · 906.7 MB
Configuration3 files · 4.5 KB
Documentation1 file · 217 B
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
model.safetensorsWeights906.7 MB 17880524daf9
config.jsonConfiguration2.1 KB —
policy_postprocessor.jsonConfiguration574 B —
policy_preprocessor.jsonConfiguration1.8 KB —
README.mdDocumentation217 B —
.gitattributesRepository1.5 KB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
906.7 MB
Download from H

Released by H through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published906.7 MB
16-bit0.9 GB
8-bit0.5 GB
4-bit0.2 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About smolvla-aegis-ft-step10607-full

How much GPU memory does smolvla-aegis-ft-step10607-full need?

About 1.1 GB at 16-bit and 0.3 GB at 4-bit: the weights (450M parameters) plus a working margin. A long context needs more.

What is the cheapest GPU to run smolvla-aegis-ft-step10607-full on?

At 16-bit, 1x MI300X from $1.85 an hour; at 4-bit, 1x MI300X from $1.85 an hour, at the lowest on-demand prices the SAVRN Index lists.