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.
- Pris
- ≈ 0,0056 USD/kjøring
- Input → output
- Lyd → Tekst
- Utvikler
- Community
- Oppdatert
- 23. september 2026
Playground
Prøv Incredibly Fast Whisper
Inndata og resultat
Denne kjøringen
ca. 0,0056 USD · 0,56 credits
0,0166 USD (1,66 credits) reserveres ved start; faktisk GPU-tid faktureres.
Ny her?
10 gratis credits (0,10 USD) når du registrerer deg med Google
Kan brukes 24 timer etter registrering, opptil 5 kjøringer per dag og maksimalt 2 credits per kjøring. Andre påloggingsmetoder starter uten credits. Nok for 6 kjøringer av denne modellen.
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…
Om Incredibly Fast Whisper
Incredibly Fast Whisper er en modell fra Community i kategorien Tale-til-tekst. På Railwail koster Incredibly Fast Whisper ≈ 0,0056 USD per kjøring.
Priser
| Typisk kjøring (≈ 5 s på L40S) | 0,0056 USD per kjøring |
|---|---|
| GPU-tid (L40S) | 0,00117 USD per GPU-sekund |
- Faktureres etter GPU-tiden kjøringen faktisk tar. Når kjøringen starter, blir 3× den typiske prisen reservert fra saldoen din og gjort opp etterpå.
- 1 kreditt = 0,01 USD
Kostnadsberegner
Prisberegner
Typisk ifølge leverandøren: ca. 4,7 s
Totalt
0,56 USD
56 credits
Per kjøring
0,0056 USD · 0,56 credits
Fakturert etter faktisk GPU-tid; dette er et estimat.
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);Spesifikasjoner
- Modell-ID
incredibly-fast-whisper- Utvikler
- Community
- Kategori
- Tale-til-tekst
- Inndata
- Lyd
- Utdata
- Tekst
- Fakturering
- Etter bruk (tokens eller GPU-tid)
- Katalogoppføring oppdatert
- 23. september 2026
Inndataparametere
Inndataer og innstillinger fra modellens inndataskjema. Eksemplet i API-delen viser hvilke av dem APIen godtar.
audioobligatoriskURL or upload of the audio file to transcribe
Type: TekstStandard: –Tillatte verdier: –taskType: ValgStandard:transcribeTillatte verdier: transcribe eller translatelanguageOptional language hint (e.g. english, german); auto-detected if omitted
Type: TekstStandard: –Tillatte verdier: –timestampType: ValgStandard:chunkTillatte verdier: chunk eller wordbatch_sizeType: HeltallStandard:24Tillatte verdier: 1 til 64
Merkelapper
- replicate
- whisper
- stt
- transcription
- fast
- batched
- multilingual
Brukstilfeller
Ofte stilte spørsmål
Hva er Incredibly Fast Whisper?
Incredibly Fast Whisper er en modell fra Community i kategorien Tale-til-tekst. På Railwail kan du kalle den med en API-nøkkel gjennom Railwail API.
Hvor mye koster Incredibly Fast Whisper på Railwail?
På Railwail koster Incredibly Fast Whisper ≈ 0,0056 USD per kjøring. Du betaler for det hver forespørsel faktisk bruker. Bruk betales fra forhåndskjøpte kreditter; 1 kreditt tilsvarer 0,01 USD.
Hvilke innstillinger støtter Incredibly Fast Whisper?
I henhold til inndataskjemaet kjenner Incredibly Fast Whisper disse parametrene: audio, task (transcribe eller translate), language, timestamp (chunk eller word) og batch_size (1 til 64).
Hvor rask er Incredibly Fast Whisper?
Det finnes ennå ikke nok målte kjøringer av Incredibly Fast Whisper på Railwail til å angi en kjøretid. Det avhenger av inndataene, innstillingene og belastningen hos leverandøren.
Er Incredibly Fast Whisper bedre enn Whisper?
Det avhenger av oppgaven. Incredibly Fast Whisper (Community) og Whisper (OpenAI) er begge modeller i kategorien Tale-til-tekst. Sammenligningssiden viser prisene og spesifikasjonene deres side ved side.
Sammenlign Incredibly Fast Whisper og WhisperHvordan bruker jeg Incredibly Fast Whisper gjennom API-en?
Opprett en Railwail API-nøkkel og send forespørselen din med modell-ID-en incredibly-fast-whisper. Kodeeksempler for curl, Python og JavaScript finnes i API-delen av denne siden.
Sammenlignbare modeller
Alle i denne kategorien- 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/kjøring
79 % billigere per enhet
Sammenlign Incredibly Fast Whisper og SeamlessM4T v2 Large (Speech)
Bruk Incredibly Fast Whisper via APIen
Én API-nøkkel for alle modeller på Railwail. Bruk belastes fra forhåndsbetalt kreditt, 1 kreditt = 0,01 USD.