LLMQwen

Qwen/Qwen3.5-2B

Qwen/Qwen3.5-2B

Parameters

2B

Context

256K

Downloads

4.9M

Likes

419

Architecture

qwen3_5

24 layers · 2 KV heads · head 256 · hidden 2048

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
9.7 GB
RAM 32.0 · Disk 44.8
25.6 GB
RAM 38.4 · Disk 70.8
122.7 GB
RAM 184.1 · Disk 109.8
FP88bit
7.3 GB
RAM 32.0 · Disk 41.9
23.2 GB
RAM 34.8 · Disk 67.9
120.2 GB
RAM 180.3 · Disk 106.9
INT88bit
7.3 GB
RAM 32.0 · Disk 41.9
23.2 GB
RAM 34.8 · Disk 67.9
120.2 GB
RAM 180.3 · Disk 106.9
AWQ4bit
6.2 GB
RAM 32.0 · Disk 40.5
22.0 GB
RAM 33.0 · Disk 66.5
118.9 GB
RAM 178.4 · Disk 105.5
GPTQ4bit
6.2 GB
RAM 32.0 · Disk 40.5
22.0 GB
RAM 33.0 · Disk 66.5
119.0 GB
RAM 178.4 · Disk 105.5
GGUF4bit
6.2 GB
RAM 32.0 · Disk 40.6
22.0 GB
RAM 33.0 · Disk 66.6
119.0 GB
RAM 178.5 · Disk 105.6

GPU Recommendations

Best ValueBEST

1× RTX 5090

32 GB VRAM

$340/mo

≈ 1847.4 tok/s

Effective production throughput ≈ 1293.2 tok/s

score 0.6789

Deploy on vast ↗
Cheapest

1× RTX 3090

24 GB VRAM

$89.2/mo

≈ 964.9 tok/s

Effective production throughput ≈ 675.4 tok/s

score 0.6506

Deploy on vast ↗
Performance

8× H200 SXM

1128 GB VRAM

$20,440/mo

≈ 15835.1 tok/s

Effective production throughput ≈ 11084.6 tok/s

score 0.2197

Min Complexity

1× RTX 4090

24 GB VRAM

$190/mo

≈ 1039.2 tok/s

Effective production throughput ≈ 727.4 tok/s

score 0.649

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

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GPUs that fit (single card)

RTX 3090

24 GB VRAM

$89.2

/mo · vast

A10

24 GB VRAM

$171

/mo · vast

L4

24 GB VRAM

$185

/mo · vast

RTX 4090

24 GB VRAM

$190

/mo · tensordock

RTX A6000

48 GB VRAM

$264

/mo · vast

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