Incredibly Fast Whisper

Popular
Community
Speech-to-Text

Whisper Large v3 wrapped with Hugging Face Transformers optimizations (batched inference, flash attention) for very high throughput. Transcribes hours of audio in minutes on a single GPU. Maintained by Vaibhav Srivastav. Good when you need bulk transcription fast.

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TL;DR·Last updated June 24, 2026

Incredibly Fast Whisper is speech-to-text AI model from Community, priced at €0.000 per 1M input tokens with a unknown context window.

Try Incredibly Fast Whisper

Drop audio file here

MP3, WAV, M4A, FLAC (max 25MB)

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Pricing

Price per Generation
Per generation€1.00

API Integration

Use our OpenAI-compatible API to integrate Incredibly Fast Whisper into your application.

Install
npm install railwail
JavaScript / TypeScript
import railwail from "railwail";

const rw = railwail("YOUR_API_KEY");

// Simple — just pass a string
const reply = await rw.run("incredibly-fast-whisper", "Hello! What can you do?");
console.log(reply);

// With message history
const reply2 = await rw.run("incredibly-fast-whisper", [
  { role: "system", content: "You are a helpful assistant." },
  { role: "user", content: "Explain quantum computing simply." },
]);
console.log(reply2);

// Full response with usage info
const res = await rw.chat("incredibly-fast-whisper", [
  { role: "user", content: "Hello!" },
], { temperature: 0.7, max_tokens: 500 });
console.log(res.choices[0].message.content);
console.log(res.usage);
Specifications
Price
€1.00
Developer
Community
Category
Speech-to-Text
Supported Formats
audio
Tags
replicate
whisper
stt
transcription
fast
batched
multilingual

Frequently asked questions

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