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Open-weight model

chrono-2025-h-4000

by Vadim Yakobchuk vadimyakob/chrono-2025-h-4000

chrono-2025-h-4000 is an open-weight model from Vadim Yakobchuk. It has 1.7B parameters. At 16-bit it needs about 4.1 GB of GPU memory, which fits on 1x MI300X from $1.85 an hour, at the lowest prices in the SAVRN Index.

Parameters1.7B
Context—
Weights—
License—
AccessOpen weights
Monthly Downloads—

Runs On

What it takes to serve chrono-2025-h-4000 (1.7B 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 3.4 GB 4.1 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
8-bit 1.7 GB 2.1 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
4-bit 0.9 GB 1.0 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 21, 2026.

chrono-2025-h-4000 on every accelerator the SAVRN Index prices, at every precision

Model Card

Identity and Version

Repository
vadimyakob/chrono-2025-h-4000
Publisher
Vadim Yakobchuk
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
1.7B parameters
Languages
Not stated by the source
Revision
b398ccdb938b3e153e3efd72edce379d91eb2fdf
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 Vadim Yakobchuk

Released by Vadim Yakobchuk through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
16-bit3.4 GB
8-bit1.7 GB
4-bit0.9 GB

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

Questions About chrono-2025-h-4000

How much GPU memory does chrono-2025-h-4000 need?

About 4.1 GB at 16-bit and 1 GB at 4-bit: the weights (1.7B parameters) plus a working margin. A long context needs more.

What is the cheapest GPU to run chrono-2025-h-4000 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.