openai/whisper-large-v3-turbo

openai/whisper-large-v3-turbo

Parameters

808.9M

Context

Downloads

7.9M

Likes

3.2K

Architecture

whisper

32 layers

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
6.4 GB
RAM 32.0 · Disk 41.4
7.3 GB
RAM 32.0 · Disk 67.4
8.8 GB
RAM 32.0 · Disk 106.4
FP88bit
4.6 GB
RAM 32.0 · Disk 40.2
5.4 GB
RAM 32.0 · Disk 66.2
6.8 GB
RAM 32.0 · Disk 105.2
INT88bit
4.6 GB
RAM 32.0 · Disk 40.2
5.4 GB
RAM 32.0 · Disk 66.2
6.8 GB
RAM 32.0 · Disk 105.2
AWQ4bit
3.7 GB
RAM 32.0 · Disk 39.6
4.4 GB
RAM 32.0 · Disk 65.6
5.8 GB
RAM 32.0 · Disk 104.6
GPTQ4bit
3.7 GB
RAM 32.0 · Disk 39.6
4.5 GB
RAM 32.0 · Disk 65.6
5.8 GB
RAM 32.0 · Disk 104.6
GGUF4bit
3.7 GB
RAM 32.0 · Disk 39.6
4.5 GB
RAM 32.0 · Disk 65.6
5.9 GB
RAM 32.0 · Disk 104.6

GPU Recommendations

Best ValueBEST

1× RTX 5080

16 GB VRAM

$90.6/mo

≈ RTF 0.37

Effective production throughput ≈ 0.3 RTF

score 0.569

Deploy on vast ↗
Cheapest

1× Tesla V100

16 GB VRAM

$9.9/mo

≈ RTF 0 (N/A — benchmark unavailable)

Effective production throughput ≈ 0 RTF

score 0.5638

Deploy on vast ↗
Performance

8× RTX 4090

192 GB VRAM

$785/mo

≈ RTF 0.11

Effective production throughput ≈ 0.1 RTF

score 0.3667

Deploy on vast ↗
Min Complexity

1× RTX 5060 Ti

8 GB VRAM

$39.7/mo

≈ RTF 0.79

Effective production throughput ≈ 0.6 RTF

score 0.6404

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

View Community →

GPUs that fit (single card)

Tesla V100

16 GB VRAM

$9.9

/mo · vast

RTX 5060 Ti

8 GB VRAM

$39.7

/mo · vast

RTX 4070S Ti

16 GB VRAM

$49.5

/mo · vast

RTX 4080S

16 GB VRAM

$50.0

/mo · vast

RTX 5070

12 GB VRAM

$58.7

/mo · vast

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