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Open-weight model

test_my_model

by NolanHo NolanHo/test_my_model

test_my_model is an open-weight model from NolanHo. It has 6.4B parameters. At 16-bit it needs about 15.3 GB of GPU memory, which fits on 1x MI300X from $1.85 an hour, at the lowest prices in the SAVRN Index.

Parameters6.4B
Context—
Weights25.5 GB
License—
AccessOpen weights
Monthly Downloads—

Runs On

What it takes to serve test_my_model (6.4B 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 12.8 GB 15.3 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
8-bit 6.4 GB 7.7 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
4-bit 3.2 GB 3.8 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.

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

Model Card

The publisher has not written a card for this model.

Configuration

Architecture
LingbotVlaV2Policy
Vocabulary size
257,152
Model type
lingbotvla

Identity and Version

Repository
NolanHo/test_my_model
Publisher
NolanHo
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
6.4B parameters
Languages
Not stated by the source
Revision
76dd24703435664bccc7d4c0cb882af2fc36590a
First published
2026-09-29
Last updated
2026-09-29

Files and Weights

18 files, 25.5 GB in total. The weights are 6 files totalling 25.5 GB in safetensors.

Weights6 files · 25.5 GB
Configuration6 files · 214.9 KB
Tokenizer4 files · 15.9 MB
Other1 file · 5.3 KB
Repository1 file · 1.6 KB
Every file
FileTypeSizeSHA-256
model-00001-of-00006.safetensorsWeights4.9 GB 454710454e0f
model-00002-of-00006.safetensorsWeights4.9 GB a2517bd6a179
model-00003-of-00006.safetensorsWeights4.9 GB 3bc059055117
model-00004-of-00006.safetensorsWeights5.0 GB bce558143b27
model-00005-of-00006.safetensorsWeights5.0 GB 8786d91f9972
model-00006-of-00006.safetensorsWeights711.8 MB ddf193a3e533
added_tokens.jsonConfiguration707 B —
config.jsonConfiguration4.6 KB —
model.safetensors.index.jsonConfiguration207.4 KB —
preprocessor_config.jsonConfiguration782 B —
special_tokens_map.jsonConfiguration613 B —
video_preprocessor_config.jsonConfiguration817 B —
chat_template.jinjaOther5.3 KB —
.gitattributesRepository1.6 KB —
merges.txtTokenizer1.7 MB —
tokenizer.jsonTokenizer11.4 MB aeb13307a71a
tokenizer_config.jsonTokenizer5.5 KB —
vocab.jsonTokenizer2.8 MB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
25.5 GB
Download from NolanHo

Released by NolanHo through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published25.5 GB
16-bit12.8 GB
8-bit6.4 GB
4-bit3.2 GB

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

Questions About test_my_model

How much GPU memory does test_my_model need?

About 15.3 GB at 16-bit and 3.8 GB at 4-bit: the weights (6.4B parameters) plus a working margin. A long context needs more.

What is the cheapest GPU to run test_my_model 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.