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.
- Hind
- â 0,0056 $/kĂ€ivitus
- Sisend â vĂ€ljund
- Audio â Tekst
- Arendaja
- Community
- Uuendatud
- 23. september 2026
Playground
Proovi Incredibly Fast Whisper
Sisend ja vÀljund
See kÀivitus
umbes 0,0056 $ · 0,56 krediiti
KĂ€ivitamisel reserveeritakse 0,0166Â $ (1,66 krediiti); arveldatakse tegelik GPU aeg.
Oled siin uus?
10 tasuta krediiti (0,10Â $), kui registreeritud Google'iga
Kasutatav 24 tundi pÀrast registreerimist, kuni 5 kÀivitust pÀevas ja maksimaalselt 2 krediiti kÀivituse kohta. Muud sisselogimismeetodid algavad ilma krediitideta. Piisab 6 kÀivituseks sellest mudelist.
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
éąćéšćŁäžèżć€ć°±æŻäžäžȘć°éç«èżæŻäžäžȘçŸäžœèç„ć„çæŻè±Ąæ äžéżæ»Ąäșć性ćççæĄćæ”·è±ćéČžé±ŒçèĄšæŒæŻćŸć„œççèçźéźć±éšćçäșșèĄéäžæäžäžȘèèČçéźçź±
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 comâŠ
Teave: Incredibly Fast Whisper
Incredibly Fast Whisper on mudel, mille on vĂ€lja töötanud Community kategoorias KĂ”ne tekstiks. Railwail'is maksab Incredibly Fast Whisper â 0,0056 $ kĂ€ivituse kohta.
Hinnad
| TĂŒĂŒpiline kĂ€ivitus (â 5 s L40S peal) | 0,0056 $ kĂ€ivituse kohta |
|---|---|
| GPU-aeg (L40S) | 0,00117Â $ GPU-sekundi kohta |
- Arvestatakse GPU-aeg, mida kĂ€ivitus tegelikult vĂ”tab. KĂ€ivituse alustamisel reserveeritakse sinu saldost 3Ă tĂŒĂŒpiline hind ja arvutatakse hiljem.
- 1 krediit = 0,01Â $
Kulukalkulaator
Hinna kalkulaator
Pakkuja andmetel tĂŒĂŒpiline: umbes 4,7 s
Kokku
0,56Â $
56 krediiti
KĂ€ivituse kohta
0,0056 $ · 0,56 krediiti
Arvestatakse tegelik GPU-aeg; see on hinnang.
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);Spetsifikatsioonid
- Mudeli ID
incredibly-fast-whisper- Arendaja
- Community
- Kategooria
- KÔne tekstiks
- Sisend
- Audio
- VĂ€ljund
- Tekst
- Arveldamine
- Kasutuse jÀrgi (tokenid vÔi GPU-aeg)
- Kataloogi kirje uuendatud
- 23. september 2026
Sisendparameetrid
Mudeli sisendiskeemi sisendid ja seaded. API nÀide jaotises API nÀitab, milliseid neist API aktsepteerib.
audionÔutavURL or upload of the audio file to transcribe
TĂŒĂŒp: TekstVaikimisi: âLubatud vÀÀrtused: âtaskTĂŒĂŒp: ValikVaikimisi:transcribeLubatud vÀÀrtused: transcribe vĂ”i translatelanguageOptional language hint (e.g. english, german); auto-detected if omitted
TĂŒĂŒp: TekstVaikimisi: âLubatud vÀÀrtused: âtimestampTĂŒĂŒp: ValikVaikimisi:chunkLubatud vÀÀrtused: chunk vĂ”i wordbatch_sizeTĂŒĂŒp: TĂ€isarvVaikimisi:24Lubatud vÀÀrtused: 1 kuni 64
Sildid
- replicate
- whisper
- stt
- transcription
- fast
- batched
- multilingual
Kasutamise juhtumid
Korduma kippuvad kĂŒsimused
Mis on Incredibly Fast Whisper?
Incredibly Fast Whisper on mudel, mille töötas vÀlja Community kategoorias KÔne tekstiks. Railwail'is saad seda kutsuda API vÔtme abil Railwail API kaudu.
Kui palju maksab Incredibly Fast Whisper Railwail'is?
Railwail'is maksab Incredibly Fast Whisper â 0,0056 $ kĂ€ivituse kohta. Sulle arvestatakse see, mida iga pĂ€ring tegelikult kasutab. Kasutamine makstakse eelnevalt ostetud krediitidest; 1 krediit vĂ”rdub 0,01 $.
Milliseid seadistusi Incredibly Fast Whisper toetab?
Vastavalt sisendiskeemile teab Incredibly Fast Whisper neid parameetreid: audio, task (transcribe vÔi translate), language, timestamp (chunk vÔi word) ja batch_size (1 kuni 64).
Kui kiire on Incredibly Fast Whisper?
Incredibly Fast Whisper kohta ei ole Railwail'is veel piisavalt mÔÔdetud kÀivitusi, et kÀivitusaega vÀita. See sÔltub sisendist, seadistustest ja pakkuja koormusest.
Kas Incredibly Fast Whisper on parem kui Whisper?
See sĂ”ltub ĂŒlesandest. Incredibly Fast Whisper (Community) ja Whisper (OpenAI) on mĂ”lemad mudelid kategoorias KĂ”ne tekstiks. VĂ”rdlusleht nĂ€itab nende hindu ja spetsifikatsioone kĂ”rvuti.
VÔrdle Incredibly Fast Whisper ja WhisperKuidas kasutada Incredibly Fast Whisper API kaudu?
Loo Railwail API vÔti ja saada oma pÀring mudeli ID-ga incredibly-fast-whisper. KoodinÀited curl'i, Pythoni ja JavaScripti jaoks on selle lehe API jaotises.
VÔrreldavad mudelid
KÔik selles kategoorias- 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.
â 0,0012 $/kĂ€ivitus
79 % odavam ĂŒhiku kohta
VÔrdle Incredibly Fast Whisper ja SeamlessM4T v2 Large (Speech)
Kasuta Incredibly Fast Whisper API kaudu
Ăks API vĂ”ti kĂ”igile Railwail mudelitele. Kasutamine arvestatakse eelmakstud krediitidest, 1 krediit = 0,01 $.