OCR / VisionDeepSeekMIT

DeepSeek-VL 1.3B

deepseek-ai/deepseek-vl-1.3b-base

Parameters

1.3B

Context

4K

Downloads

225

Likes

56

Architecture

transformer

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
6.6 GB
RAM 32.0 · Disk 42.8
9.0 GB
RAM 32.0 · Disk 68.8
24.9 GB
RAM 37.4 · Disk 107.8
FP88bit
5.1 GB
RAM 32.0 · Disk 40.9
7.4 GB
RAM 32.0 · Disk 66.9
23.3 GB
RAM 34.9 · Disk 105.9
INT88bit
5.1 GB
RAM 32.0 · Disk 40.9
7.4 GB
RAM 32.0 · Disk 66.9
23.3 GB
RAM 34.9 · Disk 105.9
AWQ4bit
4.4 GB
RAM 32.0 · Disk 40.0
6.6 GB
RAM 32.0 · Disk 66.0
22.5 GB
RAM 33.7 · Disk 105.0
GPTQ4bit
4.4 GB
RAM 32.0 · Disk 40.0
6.6 GB
RAM 32.0 · Disk 66.0
22.5 GB
RAM 33.7 · Disk 105.0
GGUF4bit
4.4 GB
RAM 32.0 · Disk 40.0
6.6 GB
RAM 32.0 · Disk 66.0
22.5 GB
RAM 33.8 · Disk 105.0

GPU Recommendations

Best ValueBEST

1× RTX 3080 Ti

12 GB VRAM

$79.5/mo

≈ 1447.6 tok/s

Effective production throughput ≈ 1013.3 tok/s

score 0.6411

Deploy on vast ↗
Cheapest

1× RTX 3080

10 GB VRAM

$58.6/mo

≈ 1206.3 tok/s

Effective production throughput ≈ 844.4 tok/s

score 0.6697

Deploy on vast ↗
Performance

8× RTX 5090

256 GB VRAM

$2,598/mo

≈ 9102.2 tok/s

Effective production throughput ≈ 6371.5 tok/s

score 0.3468

Deploy on vast ↗
Min Complexity

1× RTX 3090

24 GB VRAM

$89.2/mo

≈ 1485.7 tok/s

Effective production throughput ≈ 1040 tok/s

score 0.5679

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

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GPUs that fit (single card)

RTX 3080

10 GB VRAM

$58.6

/mo · vast

RTX 4060 Ti

8 GB VRAM

$78.9

/mo · vast

RTX 3080 Ti

12 GB VRAM

$79.5

/mo · vast

RTX 3090

24 GB VRAM

$89.2

/mo · vast

RTX 5060 Ti

8 GB VRAM

$97.3

/mo · vast

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