LLMQwen

RadixArk/Kimi-K3-DSpark

RadixArk/Kimi-K3-DSpark

Parameters

4.3B

Context

1024K

Downloads

5.8M

Likes

58

Architecture

qwen3

5 layers · 16 KV heads · head 64 · hidden 7168

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
12.9 GB
RAM 32.0 · Disk 51.4
16.7 GB
RAM 32.0 · Disk 77.4
35.8 GB
RAM 53.8 · Disk 116.4
FP88bit
7.9 GB
RAM 32.0 · Disk 45.2
11.5 GB
RAM 32.0 · Disk 71.2
30.4 GB
RAM 45.6 · Disk 110.2
INT88bit
7.9 GB
RAM 32.0 · Disk 45.2
11.5 GB
RAM 32.0 · Disk 71.2
30.4 GB
RAM 45.6 · Disk 110.2
AWQ4bit
5.5 GB
RAM 32.0 · Disk 42.2
9.0 GB
RAM 32.0 · Disk 68.2
27.7 GB
RAM 41.6 · Disk 107.2
GPTQ4bit
5.5 GB
RAM 32.0 · Disk 42.3
9.0 GB
RAM 32.0 · Disk 68.3
27.8 GB
RAM 41.7 · Disk 107.3
GGUF4bit
5.6 GB
RAM 32.0 · Disk 42.3
9.1 GB
RAM 32.0 · Disk 68.3
27.8 GB
RAM 41.8 · Disk 107.3

GPU Recommendations

Best ValueBEST

1× RTX 3080 Ti

12 GB VRAM

$78.8/mo

≈ 442.7 tok/s

Effective production throughput ≈ 309.9 tok/s

score 0.6942

Deploy on vast ↗
Cheapest

1× Tesla V100

16 GB VRAM

$35.7/mo

≈ 0 tok/s (N/A — benchmark unavailable)

Effective production throughput ≈ 0 tok/s

score 0.6388

Deploy on vast ↗
Performance

8× H200 SXM

1128 GB VRAM

$20,440/mo

≈ 7456.3 tok/s

Effective production throughput ≈ 5219.4 tok/s

score 0.2197

Min Complexity

1× RTX 3080

10 GB VRAM

$63.8/mo

≈ 368.9 tok/s

Effective production throughput ≈ 258.2 tok/s

score 0.6549

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

View Community →

GPUs that fit (single card)

Tesla V100

16 GB VRAM

$35.7

/mo · vast

RTX 3080

10 GB VRAM

$63.8

/mo · vast

L4

24 GB VRAM

$76.2

/mo · vast

RTX 3080 Ti

12 GB VRAM

$78.8

/mo · vast

RTX 3090

24 GB VRAM

$79.6

/mo · vast

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