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.
- Cijena
- ≈ 0,0056 USD/pokretanje
- Ulaz → izlaz
- Audio → Tekst
- Razvojni inženjer
- Community
- Ažurirano
- 23. septembar 2026.
Playground
Isprobaj Incredibly Fast Whisper
Unos i rezultat
Ovaj pokus
oko 0,0056 USD · 0,56 kredita
Na početku se rezervira 0,0166 USD (1,66 kredita); naplata se vrši prema stvarnom GPU vremenu.
Novi si ovdje?
10 besplatnih kredita (0,10 USD) kada se registriraš s Googlom
Dostupno 24 sati nakon registracije, do 5 pokusa dnevno i najviše 2 kredita po pokusu. Ostale metode prijave počinju bez kredita. Dovoljno za 6 pokretanja ovog modela.
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…
O Incredibly Fast Whisper
Incredibly Fast Whisper je model od Community iz kategorije Pretvaranje govora u tekst. Na Railwailu, Incredibly Fast Whisper košta ≈ 0,0056 USD po pokretanju.
Cijene
| Tipično pokretanje (≈ 5 s na L40S) | 0,0056 USD po pokretanju |
|---|---|
| GPU vrijeme (L40S) | 0,00117 USD po GPU sekundi |
- Naplaćuje se prema GPU vremenu koje pokretanje zapravo traje. Kada se pokretanje počne, 3× tipična cijena se rezervira iz vašeg stanja i naknadno se namiruje.
- 1 kredit = 0,01 USD
Kalkulator troškova
Kalkulator cijena
Tipično prema pružatelju: oko 4,7 s
Ukupno
0,56 USD
56 kredita
Po pokretanju
0,0056 USD · 0,56 kredita
Naplaćuje se stvarno GPU vrijeme; ovo je procjena.
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);Specifikacije
- ID modela
incredibly-fast-whisper- Razvojni inženjer
- Community
- Kategorija
- Pretvaranje govora u tekst
- Ulaz
- Audio
- Izlaz
- Tekst
- Naplata
- Po potrošnji (tokeni ili GPU vrijeme)
- Katalog ažuriran
- 23. septembar 2026.
Parametri ulaza
Ulazi i postavke iz sheme ulaza modela. Primjer u odjeljku API pokazuje koje od njih API prihvaća.
audioobaveznoURL or upload of the audio file to transcribe
Tip: TekstZadano: –Dozvoljene vrijednosti: –taskTip: IzborZadano:transcribeDozvoljene vrijednosti: transcribe ili translatelanguageOptional language hint (e.g. english, german); auto-detected if omitted
Tip: TekstZadano: –Dozvoljene vrijednosti: –timestampTip: IzborZadano:chunkDozvoljene vrijednosti: chunk ili wordbatch_sizeTip: Cijeli brojZadano:24Dozvoljene vrijednosti: 1 do 64
Oznake
- replicate
- whisper
- stt
- transcription
- fast
- batched
- multilingual
Primjena
Često postavljana pitanja
Što je Incredibly Fast Whisper?
Incredibly Fast Whisper je model od Community iz kategorije Pretvaranje govora u tekst. Na Railwailu ga možete pozvati s API ključem kroz Railwail API.
Koliko stoji Incredibly Fast Whisper na Railwailu?
Na Railwailu, Incredibly Fast Whisper košta ≈ 0,0056 USD po pokretanju. Naplaćuje se ono što svaki zahtjev zapravo koristi. Korištenje se plaća iz unaprijed kupljenih kredita; 1 kredit jednaka je 0,01 USD.
Koje postavke podržava Incredibly Fast Whisper?
Prema svojoj shemi unosa, Incredibly Fast Whisper poznaje ove parametre: audio, task (transcribe ili translate), language, timestamp (chunk ili word) i batch_size (1 do 64).
Koliko je brz Incredibly Fast Whisper?
Za Incredibly Fast Whisper na Railwailu još nema dovoljno izmjerenih pokretanja da bi se navedlo vrijeme izvršavanja. Ovisi o unošenju, postavkama i opterećenju kod pružatelja.
Je li Incredibly Fast Whisper bolji od Whisper?
To ovisi o zadatku. Incredibly Fast Whisper (Community) i Whisper (OpenAI) su oba modela iz kategorije Pretvaranje govora u tekst. Stranica za usporedbu prikazuje njihove cijene i specifikacije usporedno.
Usporedi Incredibly Fast Whisper i WhisperKako koristim Incredibly Fast Whisper kroz API?
Kreiraj Railwail API ključ i pošalji svoj zahtjev s ID-om modela incredibly-fast-whisper. Primjeri koda za curl, Python i JavaScript nalaze se u odjeljku API na ovoj stranici.
Usporedivi modeli
Svi u ovoj kategoriji- 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/pokretanje
79 % jeftinije po jedinici
Usporedi Incredibly Fast Whisper i SeamlessM4T v2 Large (Speech)
Koristi Incredibly Fast Whisper preko API-ja
Jedan API ključ za sve modele na Railwailu. Korištenje se naplaćuje iz unaprijed plaćenih kredita, 1 kredit = 0,01 USD.