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Snowflake

Snowflake Arctic 128x3B

Snowflake · moe · 395B parameters · 4,096 context

Quality
50.0

Architecture Details

TypeMOE
Total Parameters395B
Active Parameters17B
Layers35
Hidden Dimension7,168
Attention Heads56
KV Heads8
Head Dimension128
Vocab Size32,000
Total Experts128
Active Experts2

Memory Requirements

BF16 Weights

790.0 GB

FP8 Weights

395.0 GB

INT4 Weights

197.5 GB

KV-Cache per Token143360 bytes
Activation Estimate2.00 GB

Fits on (single-node)

Instinct MI325X INT4B200 NVL (pair) INT4B300 INT4B200 SXMx2 INT4B100 SXMx2 INT4GB200 NVL72 (per GPU)x2 INT4GB300 NVL72 (per GPU)x2 INT4H200 SXMx2 INT4

GPU Recommendations

B200 SXMoptimal

FP8 · 4 GPUs · tensorrt-llm

100/100

score

Throughput

280.0 tok/s

Cost/Month

$17044

Cost/M Tokens

$23.16

Use this config →
B100 SXMoptimal

FP8 · 4 GPUs · tensorrt-llm

100/100

score

Throughput

280.0 tok/s

Cost/Month

$17082

Cost/M Tokens

$23.21

Use this config →
H200 SXMoptimal

FP8 · 4 GPUs · tensorrt-llm

100/100

score

Throughput

280.0 tok/s

Cost/Month

$10211

Cost/M Tokens

$13.88

Use this config →

API Pricing Comparison

No API pricing data available for this model.

Capabilities

Features

Tool Use Vision Code Math Reasoning Multilingual Structured Output

Supported Frameworks

vllmsglang

Supported Precisions

BF16 (default)FP8INT4

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