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Open-weight model

warehouse_item_e_200k

by Jeon Jeonminjun/warehouse_item_e_200k

warehouse_item_e_200k is an open-weight model from Jeon. 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 warehouse_item_e_200k (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 19, 2026.

warehouse_item_e_200k on every accelerator the SAVRN Index prices, at every precision

Model Card

Identity and Version

Repository
Jeonminjun/warehouse_item_e_200k
Publisher
Jeon
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
52M parameters
Languages
Not stated by the source
Revision
913917fda605d5b140872f7cfc8279f7387bda43
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 Jeon

Released by Jeon 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 warehouse_item_e_200k

How much GPU memory does warehouse_item_e_200k 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 warehouse_item_e_200k 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.