openai/whisper-large-v3-turbo

openai/whisper-large-v3-turbo

Parameters

808.9M

Context

—

Downloads

6.4M

Likes

3.4K

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 3080 Ti

12 GB VRAM

$79.5/mo

≈ RTF 0.39

Effective production throughput ≈ 0.3 RTF

score 0.5935

Deploy on vast ↗
Cheapest

1× RTX 3080

10 GB VRAM

$58.6/mo

≈ RTF 0.46

Effective production throughput ≈ 0.3 RTF

score 0.6126

Deploy on vast ↗
Performance

8× RTX 4090

192 GB VRAM

$1,518/mo

≈ RTF 0.11

Effective production throughput ≈ 0.1 RTF

score 0.3514

Deploy on vast ↗
Min Complexity

1× RTX 3090

24 GB VRAM

$88.4/mo

≈ RTF 0.38

Effective production throughput ≈ 0.3 RTF

score 0.5442

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

View Community →

GPUs that fit (single card)

RTX 3080

10 GB VRAM

$58.6

/mo · vast

Tesla V100

16 GB VRAM

$66.4

/mo · vast

RTX 4060 Ti

8 GB VRAM

$78.4

/mo · vast

RTX 3080 Ti

12 GB VRAM

$79.5

/mo · vast

RTX 3090

24 GB VRAM

$88.4

/mo · vast

AmciHub

AI Model Deployment & Compute Intelligence — analyze AI model requirements, GPU performance, cloud pricing and deployment costs to find the right deployment solution.

© 2026 AmciHub. All rights reserved. Model → Requirement → GPU → Benchmark → Cloud → Cost → Recommendation