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Open-weight model

act-so101-040000

by Yasuhiko Fukumoto fkmt/act-so101-040000

act-so101-040000 is an open-weight model from Yasuhiko Fukumoto. It has 52M parameters. At 16-bit it needs about 0.1 GB of GPU memory, which fits on 1x MI300X from $1.85 an hour, at the lowest prices in the SAVRN Index.

Parameters52M
Context—
Weights—
License—
AccessOpen weights
Monthly Downloads—

Runs On

What it takes to serve act-so101-040000 (52M 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 0.1 GB 0.1 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
8-bit 0.1 GB 0.1 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
4-bit 0.0 GB 0.0 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 22, 2026.

act-so101-040000 on every accelerator the SAVRN Index prices, at every precision

Model Card

Identity and Version

Repository
fkmt/act-so101-040000
Publisher
Yasuhiko Fukumoto
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
52M parameters
Languages
Not stated by the source
Revision
924d0431b45a3c4aa4cb1594809f05da0efa63c7
First published
2026-10-19
Last updated
2026-10-19

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download from Yasuhiko Fukumoto

Released by Yasuhiko Fukumoto through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
16-bit0.1 GB
8-bit0.1 GB
4-bit0.0 GB

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

Questions About act-so101-040000

How much GPU memory does act-so101-040000 need?

About 0.1 GB at 16-bit and 0 GB at 4-bit: the weights (52M parameters) plus a working margin. A long context needs more.

What is the cheapest GPU to run act-so101-040000 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.