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Open-weight model

d24-v62-unified-const05pct-audited-step12070

by Yuda Song sfanm/d24-v62-unified-const05pct-audited-step12070

Parameters757M
Context2,048
Weights3.0 GB
License
AccessOpen weights
Monthly Downloads

Runs On

What it takes to serve d24-v62-unified-const05pct-audited-step12070 (757M 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 1.5 GB 1.8 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
8-bit 0.8 GB 0.9 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
4-bit 0.4 GB 0.5 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 18, 2026.

Model Card

The publisher has not written a card for this model.

Configuration

Architecture
LlamaForCausalLM
Context length (tokens)
2,048
Layers
24
Hidden size
1,536
Feed-forward size
4,096
Attention heads
12
Key/value heads
12
Head dimension
128
Vocabulary size
50,304
Model type
llama

Identity and Version

Repository
sfanm/d24-v62-unified-const05pct-audited-step12070
Publisher
Yuda Song
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
757M parameters
Languages
Not stated by the source
Revision
9189d3029d9f855d28108dd74e81b39d31c2e305
First published
2026-09-18
Last updated
2026-09-18

Files and Weights

8 files, 3.0 GB in total. The weights are 1 file totalling 3.0 GB in safetensors.

Weights1 file · 3.0 GB
Configuration3 files · 1.3 KB
Tokenizer2 files · 3.6 MB
Other1 file · 197 B
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
model.safetensorsWeights3.0 GB db9687b41bc8
config.jsonConfiguration733 B
generation_config.jsonConfiguration202 B
milestone.jsonConfiguration355 B
chat_template.jinjaOther197 B
.gitattributesRepository1.5 KB
tokenizer.jsonTokenizer3.6 MB
tokenizer_config.jsonTokenizer349 B

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
3.0 GB
Download from Yuda Song

Released by Yuda Song through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published3.0 GB
16-bit1.5 GB
8-bit0.8 GB
4-bit0.4 GB

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

Questions About d24-v62-unified-const05pct-audited-step12070

How much GPU memory does d24-v62-unified-const05pct-audited-step12070 need?

About 1.8 GB at 16-bit and 0.5 GB at 4-bit: the weights (757M parameters) plus a working margin. A long context needs more.

What is the cheapest GPU to run d24-v62-unified-const05pct-audited-step12070 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.

What is d24-v62-unified-const05pct-audited-step12070's context length?

2,048 tokens, from the maximum position embeddings in its published configuration.