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Open-weight model

moe-ft-008b-s0340

by crazyApe crazyape777/moe-ft-008b-s0340

moe-ft-008b-s0340 is an open-weight model from crazyApe. It has 35.1B parameters and a 262,144-token context. At 16-bit it needs about 84.3 GB of GPU memory, which fits on 1x MI300X from $1.85 an hour, at the lowest prices in the SAVRN Index.

Parameters35.1B
Context262,144
Weights70.2 GB
License
AccessOpen weights
Monthly Downloads

Runs On

What it takes to serve moe-ft-008b-s0340 (35.1B 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 70.2 GB 84.3 GB 1x MI300X (192 GB)
Vultr
$1.85 1x MI325X $2.00 · 1x MI355X $2.59
8-bit 35.1 GB 42.1 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
4-bit 17.6 GB 21.1 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 19, 2026.

moe-ft-008b-s0340 on every accelerator the SAVRN Index prices, at every precision

Model Card

The publisher has not written a card for this model.

Configuration

Architecture
Qwen3_5MoeForConditionalGeneration
Context length (tokens)
262,144
Layers
40
Hidden size
2,048
Attention heads
16
Key/value heads
2
Head dimension
256
Vocabulary size
248,320
Experts
256
Experts active per token
8
Model type
qwen3_5_moe

Identity and Version

Repository
crazyape777/moe-ft-008b-s0340
Publisher
crazyApe
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
35.1B parameters
Languages
Not stated by the source
Revision
71fefb23bdbd913efd261f636c040cca2332ba64
First published
2026-09-19
Last updated
2026-09-19

Files and Weights

25 files, 70.2 GB in total. The weights are 16 files totalling 70.2 GB in safetensors.

Weights16 files · 70.2 GB
Configuration5 files · 101.3 KB
Tokenizer2 files · 20.0 MB
Other1 file · 7.8 KB
Repository1 file · 1.6 KB
Every file
FileTypeSizeSHA-256
model-00001-of-00016.safetensorsWeights4.3 GB 220adf916ffa
model-00002-of-00016.safetensorsWeights4.5 GB 57904c740c2f
model-00003-of-00016.safetensorsWeights5.0 GB 867b33d54c7d
model-00004-of-00016.safetensorsWeights4.0 GB 1c231bbd311e
model-00005-of-00016.safetensorsWeights4.5 GB bfadea69dc60
model-00006-of-00016.safetensorsWeights5.0 GB afd394f5851e
model-00007-of-00016.safetensorsWeights4.0 GB 05a580d2085e
model-00008-of-00016.safetensorsWeights4.5 GB d5f9cba0e636
model-00009-of-00016.safetensorsWeights5.0 GB 4f42b1d23a41
model-00010-of-00016.safetensorsWeights4.0 GB 7e0c9654dd68
model-00011-of-00016.safetensorsWeights4.5 GB 74a98305ec07
model-00012-of-00016.safetensorsWeights5.0 GB ed3decb1ca15
model-00013-of-00016.safetensorsWeights4.0 GB 995daf9ab0bf
model-00014-of-00016.safetensorsWeights4.5 GB 69b6d4270291
model-00015-of-00016.safetensorsWeights5.0 GB 8e6853a4a0e2
model-00016-of-00016.safetensorsWeights2.6 GB 664bef931844
config.jsonConfiguration3.4 KB
generation_config.jsonConfiguration213 B
model.safetensors.index.jsonConfiguration96.9 KB
preprocessor_config.jsonConfiguration390 B
video_preprocessor_config.jsonConfiguration385 B
chat_template.jinjaOther7.8 KB
.gitattributesRepository1.6 KB
tokenizer.jsonTokenizer20.0 MB 06b9509352d2
tokenizer_config.jsonTokenizer1.2 KB

License and Download

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

Released by crazyApe through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published70.2 GB
16-bit70.2 GB
8-bit35.1 GB
4-bit17.6 GB

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

Questions About moe-ft-008b-s0340

How much GPU memory does moe-ft-008b-s0340 need?

About 84.3 GB at 16-bit and 21.1 GB at 4-bit: the weights (35.1B parameters) plus a working margin. A long context needs more.

What is the cheapest GPU to run moe-ft-008b-s0340 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 moe-ft-008b-s0340's context length?

262,144 tokens, from the maximum position embeddings in its published configuration.