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Open-weight model

tangkhul-byt5-base

by Chormi Zimik Vashai chormi/tangkhul-byt5-base

tangkhul-byt5-base is an open-weight model from Chormi Zimik Vashai. It has 582M parameters. At 16-bit it needs about 1.4 GB of GPU memory, which fits on 1x MI300X from $1.85 an hour, at the lowest prices in the SAVRN Index. It draws 24 downloads a month.

Parameters582M
Context
Weights2.3 GB
License
AccessOpen weights
Monthly Downloads24

Runs On

What it takes to serve tangkhul-byt5-base (582M 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 1.2 GB 1.4 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
8-bit 0.6 GB 0.7 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
4-bit 0.3 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 Sep 20, 2026.

tangkhul-byt5-base on every accelerator the SAVRN Index prices, at every precision

Model Card

The publisher has not written a card for this model.

Configuration

Architecture
T5ForConditionalGeneration
Vocabulary size
384
Model type
t5

Identity and Version

Repository
chormi/tangkhul-byt5-base
Publisher
Chormi Zimik Vashai
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
582M parameters
Languages
Not stated by the source
Revision
247df57592383250af72e5c7be6546d5656d2707
First published
2026-09-19
Last updated
2026-09-20

Files and Weights

6 files, 2.3 GB in total. The weights are 1 file totalling 2.3 GB in safetensors.

Weights1 file · 2.3 GB
Configuration3 files · 4.0 KB
Tokenizer1 file · 28.3 KB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
model.safetensorsWeights2.3 GB 82739b7a6211
added_tokens.jsonConfiguration3.0 KB
config.jsonConfiguration871 B
generation_config.jsonConfiguration142 B
.gitattributesRepository1.5 KB
tokenizer_config.jsonTokenizer28.3 KB

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
2.3 GB
Download from Chormi Zimik Vashai

Released by Chormi Zimik Vashai through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published2.3 GB
16-bit1.2 GB
8-bit0.6 GB
4-bit0.3 GB

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

Questions About tangkhul-byt5-base

How much GPU memory does tangkhul-byt5-base need?

About 1.4 GB at 16-bit and 0.3 GB at 4-bit: the weights (582M parameters) plus a working margin. A long context needs more.

What is the cheapest GPU to run tangkhul-byt5-base 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.