Incredibly Fast Whisper
incredibly-fast-whisperWhisper 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.
- Preț
- ≈ 0,0056 USD/rulare
- Intrare → ieșire
- Audio → Text
- Dezvoltator
- Community
- Actualizat
- 23 septembrie 2026
Playground
Încearcă Incredibly Fast Whisper
Intrare & rezultat
Această rulare
aproximativ 0,0056 USD · 0,56 credite
La start se rezervă 0,0166 USD (1,66 credite); se factureaza timpul GPU real.
Nou aici?
10 credite gratuite (0,10 USD) când te înregistrezi cu Google
Utilizabil 24 ore după înregistrare, până la 5 rulări pe zi și maximum 2 credite pe rulare. Alte metode de conectare încep fără credite. Suficient pentru 6 rulări ale acestui model.
Examples
Prompt
transcribe
Response
the little tales they tell are false the door was barred locked and bolted as well ripe pears are fit hours fly by much too soon. The room was crowded with a mild wab. The room was crowded with a wild mob. This strong arm shall shield your honour. She blushed when he gave her a white orchid The beetle droned in the hot June sun
Prompt
transcribe
Response
院子门口不远处就是一个地铁站这是一个美丽而神奇的景象树上长满了又大又甜的桃子海豚和鲸鱼的表演是很好看的节目邮局门前的人行道上有一个蓝色的邮箱
Prompt
transcribe
Response
We have been a misunderstood and badly mocked org for a long time. When we started, we announced the org at the end of 2015 and said we were going to work on AGI. People thought we were batshit insane. I remember at the time, an eminent AI scientist at a large industrial AI lab was like DMing individual reporters being like, you know, these people aren't very good and it's ridiculous to talk about AGI and I can't believe you're giving them time of day. And it's like, that was the level of like pettiness and rancor in the field at a new group of people saying we're going to try to build AGI. So OpenAI and DeepMind was a small collection of folks who were brave enough to talk about AGI in the face of mockery. We don't get mocked as much now. Don't get mocked as much now. of OpenAI, the company behind GPT-4, JAD-GPT, DALI, Codex, and many other AI technologies, which both individually and together constitute some of the greatest breakthroughs in the history of artificial intelligence, computing, and humanity in general. Please allow me to say a few words about the possibilities and the dangers of AI in this current moment in the history of human civilization. I believe it is a critical moment. We stand on the precipice of fundamental societal transformation, where soon, nobody knows when, but many, including me, believe it's within our lifetime. The collective intelligence of the human species begins to pale in comparison, intelligence of the human species begins to pale in com…
Despre Incredibly Fast Whisper
Incredibly Fast Whisper este un model de Community din categoria Recunoaștere vocală (STT). Pe Railwail, Incredibly Fast Whisper costă ≈ 0,0056 USD per rulare.
Prețuri
| Rulare tipică (≈ 5 s pe L40S) | 0,0056 USD per rulare |
|---|---|
| Timp GPU (L40S) | 0,00117 USD per secundă GPU |
- Se facturează timpul GPU pe care îl necesită efectiv rularea. La pornire, se rezervă din soldul tău 3× prețul tipic și se decontează ulterior.
- 1 credit = 0,01 USD
Calculator de costuri
Calculator de preț
Tipic conform furnizorului: aprox. 4,7 s
Total
0,56 USD
56 credite
Pe rulare
0,0056 USD · 0,56 credite
Se factură după timpul GPU real; aceasta este o estimare.
API
curl https://railwail.com/api/v1/audio/transcriptions \
-H "Authorization: Bearer $RAILWAIL_API_KEY" \
-F model='incredibly-fast-whisper' \
-F file=@audio.mp3import os
from openai import OpenAI
client = OpenAI(
api_key=os.environ["RAILWAIL_API_KEY"],
base_url="https://railwail.com/api/v1",
)
with open("audio.mp3", "rb") as audio:
transcript = client.audio.transcriptions.create(
model="incredibly-fast-whisper",
file=audio,
)
print(transcript.text)import fs from "node:fs";
import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.RAILWAIL_API_KEY,
baseURL: "https://railwail.com/api/v1",
});
const transcript = await client.audio.transcriptions.create({
model: "incredibly-fast-whisper",
file: fs.createReadStream("audio.mp3"),
});
console.log(transcript.text);Specificații
- ID model
incredibly-fast-whisper- Dezvoltator
- Community
- Categorie
- Recunoaștere vocală (STT)
- Intrare
- Audio
- Ieșire
- Text
- Facturare
- După utilizare (tokeni sau timp GPU)
- Intrare catalog actualizată
- 23 septembrie 2026
Parametri de intrare
Intrări și setări din schema de intrare a modelului. Exemplul din secțiunea API arată care dintre ele acceptă API-ul.
audioobligatoriuURL or upload of the audio file to transcribe
Tip: TextImplicit: –Valori permise: –taskTip: AlegereImplicit:transcribeValori permise: transcribe sau translatelanguageOptional language hint (e.g. english, german); auto-detected if omitted
Tip: TextImplicit: –Valori permise: –timestampTip: AlegereImplicit:chunkValori permise: chunk sau wordbatch_sizeTip: Număr întregImplicit:24Valori permise: 1 până la 64
Etichete
- replicate
- whisper
- stt
- transcription
- fast
- batched
- multilingual
Cazuri de utilizare
Întrebări frecvente
Ce este Incredibly Fast Whisper?
Incredibly Fast Whisper este un model de Community din categoria Recunoaștere vocală (STT). Pe Railwail îl poți apela cu o cheie API prin Railwail API.
Cât costă Incredibly Fast Whisper pe Railwail?
Pe Railwail, Incredibly Fast Whisper costă ≈ 0,0056 USD per rulare. Ți se percepe taxa pentru ceea ce fiecare cerere folosește efectiv. Utilizarea se plătește din credite prepay; 1 credit egal cu 0,01 USD.
Ce setări acceptă Incredibly Fast Whisper?
Conform schemei sale de intrare, Incredibly Fast Whisper cunoaște acești parametri: audio, task (transcribe sau translate), language, timestamp (chunk sau word) și batch_size (1 până la 64).
Cât de rapid este Incredibly Fast Whisper?
Nu sunt suficiente rulări măsurate ale Incredibly Fast Whisper pe Railwail încă pentru a indica un timp de rulare. Depinde de intrare, de setări și de sarcina la furnizor.
Este Incredibly Fast Whisper mai bun decât Whisper?
Depinde de sarcină. Incredibly Fast Whisper (Community) și Whisper (OpenAI) sunt ambele modele din categoria Recunoaștere vocală (STT). Pagina de comparație arată prețurile și specificațiile lor una lângă alta.
Compară Incredibly Fast Whisper și WhisperCum folosesc Incredibly Fast Whisper prin API?
Creează o cheie Railwail API și trimite cererea cu ID-ul modelului incredibly-fast-whisper. Exemple de cod pentru curl, Python și JavaScript sunt în secțiunea API a acestei pagini.
Modele comparabile
Toate din această categorie- WhisperOpenAI
OpenAI's Whisper running on Replicate. General-purpose speech recognition trained on 680k hours of multilingual audio. Transcribes and translates 99 languages, robust to accents and background noise, and outputs plain text, segments, or word-level timestamps.
- SeamlessM4TCommunity
Meta's SeamlessM4T multimodal translation model. Takes speech or text input and produces transcription or translation across about 100 languages, including speech-to-text and speech-to-speech. One model covers ASR plus cross-lingual translation without chaining separate systems.
- SeamlessM4T v2 Large (Speech)Community
Meta SeamlessM4T v2 Large speech mode. Speech-to-speech, speech-to-text, and text-to-speech translation across 100+ languages in a single unified model.
≈ 0,0012 USD/rulare
79 % mai ieftin pe unitate
Compară Incredibly Fast Whisper vs. SeamlessM4T v2 Large (Speech)
Folosește Incredibly Fast Whisper prin API
O cheie API pentru fiecare model pe Railwail. Utilizarea se percepe din credite prepay, 1 credit = 0,01 USD.