other
1.55B parameters
Commercial OK
Multimodal
Reviewed November 2026

Whisper Large v3

OpenAI's flagship open speech-to-text model. 100 languages, MIT license. The de-facto open ASR baseline.

License: MIT·Released Nov 6, 2023·Context: 448 tokens

Overview

OpenAI's flagship open speech-to-text model. 100 languages, MIT license. The de-facto open ASR baseline.

Family & lineage

How this model relates to others in its lineage. Family members share architecture and training-data roots; parent / children edges record direct distillation or fine-tune relationships.

Family siblings (whisper)
Whisper Large v3 Turbo0.81B
Edge
Whisper Large v31.55B
You are here
Distilled / fine-tuned from this

Strengths

  • MIT license
  • 100-language coverage
  • Industry baseline

Weaknesses

  • No streaming-native variant

Quantization variants

Each quantization trades model quality for file size and VRAM. Q4_K_M is the most popular starting point.

QuantizationFile sizeVRAM required
FP163.1 GB4 GB

Get the model

HuggingFace

Original weights

huggingface.co/openai/whisper-large-v3

Source repository — direct quantization required.

Hardware that runs this

Cards with enough VRAM for at least one quantization of Whisper Large v3.

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Frequently asked

What's the minimum VRAM to run Whisper Large v3?

4GB of VRAM is enough to run Whisper Large v3 at the FP16 quantization (file size 3.1 GB). Higher-quality quantizations need more.

Can I use Whisper Large v3 commercially?

Yes — Whisper Large v3 ships under the MIT, which permits commercial use. Always read the license text before deployment.

What's the context length of Whisper Large v3?

Whisper Large v3 supports a context window of 448 tokens (about 0K).

Does Whisper Large v3 support images?

Yes — Whisper Large v3 is multimodal and accepts audio + text inputs. Vision support requires a runner that handles its image-conditioning architecture.

Source: huggingface.co/openai/whisper-large-v3

Reviewed by RunLocalAI Editorial. See our editorial policy for how we research and verify model claims.

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Before you buy

Verify Whisper Large v3 runs on your specific hardware before committing money.