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
- â 0,0056 US$/körning
- Inmatning â utmatning
- Audio â Text
- Utvecklare
- Community
- Uppdaterad
- 23 september 2026
Playground
Prova Incredibly Fast Whisper
Inmatning & resultat
Denna körning
ca. 0,0056 US$ · 0,56 credits
0,0166Â US$ (1,66 credits) reserveras vid start; den faktiska GPU-tiden faktureras.
Ny hÀr?
10 gratis credits (0,10 US$) nÀr du registrerar dig med Google
AnvÀndbar 24 timmar efter registrering, upp till 5 körningar per dag och högst 2 credits per körning. Andra inloggningsmetoder startar utan credits. RÀcker för 6 körningar av denna modell.
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
Om Incredibly Fast Whisper
Incredibly Fast Whisper Ă€r en modell av Community i kategorin TaligenkĂ€nning (STT). PĂ„ Railwail kostar Incredibly Fast Whisper â 0,0056 US$ per körning.
Priser
| Typisk körning (â 5 s pĂ„ L40S) | 0,0056 US$ per körning |
|---|---|
| GPU-tid (L40S) | 0,00117Â US$ per GPU-sekund |
- Faktureras enligt den GPU-tid som körningen faktiskt tar. NÀr körningen startar reserveras 3à det typiska priset frÄn ditt saldo och regleras efterÄt.
- 1 kredit = 0,01Â US$
KostnadsrÀknare
PrisrÀknare
Typisk enligt leverantören: ca 4,7 s
Totalt
0,56Â US$
56 krediter
Per körning
0,0056 US$ · 0,56 krediter
Faktureras enligt faktisk GPU-tid; detta Àr en uppskattning.
API
curl https://railwail.com/api/v1/audio/transcriptions \
-H "Authorization: Bearer $RAILWAIL_API_KEY" \
-F model='incredibly-fast-whisper' \
-F file=@audio.mp3import os
from openai import OpenAI
client = OpenAI(
api_key=os.environ["RAILWAIL_API_KEY"],
base_url="https://railwail.com/api/v1",
)
with open("audio.mp3", "rb") as audio:
transcript = client.audio.transcriptions.create(
model="incredibly-fast-whisper",
file=audio,
)
print(transcript.text)import fs from "node:fs";
import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.RAILWAIL_API_KEY,
baseURL: "https://railwail.com/api/v1",
});
const transcript = await client.audio.transcriptions.create({
model: "incredibly-fast-whisper",
file: fs.createReadStream("audio.mp3"),
});
console.log(transcript.text);Specifikationer
- Modell-ID
incredibly-fast-whisper- Utvecklare
- Community
- Kategori
- TaligenkÀnning (STT)
- Inmatning
- Audio
- Utmatning
- Text
- Fakturering
- Efter anvÀndning (tokens eller GPU-tid)
- KataloginlÀgg uppdaterat
- 23 september 2026
Indataparametrar
Inmatningar och instÀllningar frÄn modellens indataschema. Exemplet i API-avsnittet visar vilka som API:et accepterar.
audioobligatoriskURL or upload of the audio file to transcribe
Typ: TextStandard: âTillĂ„tna vĂ€rden: âtaskTyp: ValStandard:transcribeTillĂ„tna vĂ€rden: transcribe eller translatelanguageOptional language hint (e.g. english, german); auto-detected if omitted
Typ: TextStandard: âTillĂ„tna vĂ€rden: âtimestampTyp: ValStandard:chunkTillĂ„tna vĂ€rden: chunk eller wordbatch_sizeTyp: HeltalStandard:24TillĂ„tna vĂ€rden: 1 till 64
Taggar
- replicate
- whisper
- stt
- transcription
- fast
- batched
- multilingual
AnvÀndningsfall
Vanliga frÄgor
Vad Àr Incredibly Fast Whisper?
Incredibly Fast Whisper Àr en modell av Community i kategorin TaligenkÀnning (STT). PÄ Railwail kan du anropa den med en API-nyckel via Railwail API.
Vad kostar Incredibly Fast Whisper pÄ Railwail?
PĂ„ Railwail kostar Incredibly Fast Whisper â 0,0056 US$ per körning. Du debiteras för det som varje begĂ€ran faktiskt anvĂ€nder. AnvĂ€ndningen betalas frĂ„n förbetald kredit; 1 kredit motsvarar 0,01 US$.
Vilka instÀllningar stöder Incredibly Fast Whisper?
Enligt sitt inmatningsschema kÀnner Incredibly Fast Whisper till dessa parametrar: audio, task (transcribe eller translate), language, timestamp (chunk eller word) och batch_size (1 till 64).
Hur snabb Àr Incredibly Fast Whisper?
Det finns Ànnu inte tillrÀckligt mÄnga uppmÀtta körningar av Incredibly Fast Whisper pÄ Railwail för att ange en körningstid. Det beror pÄ inmatningen, instÀllningarna och belastningen hos leverantören.
Ăr Incredibly Fast Whisper bĂ€ttre Ă€n Whisper?
Det beror pÄ uppgiften. Incredibly Fast Whisper (Community) och Whisper (OpenAI) Àr bÄda modeller i kategorin TaligenkÀnning (STT). JÀmförelsesidan visar deras priser och specifikationer sida vid sida.
JÀmför Incredibly Fast Whisper och WhisperHur anvÀnder jag Incredibly Fast Whisper via API:et?
Skapa en Railwail API-nyckel och skicka din begÀran med modell-ID:t incredibly-fast-whisper. Kodexempel för curl, Python och JavaScript finns i API-avsnittet pÄ denna sida.
JÀmförbara modeller
Alla i denna kategori- WhisperOpenAI
OpenAI's Whisper running on Replicate. General-purpose speech recognition trained on 680k hours of multilingual audio. Transcribes and translates 99 languages, robust to accents and background noise, and outputs plain text, segments, or word-level timestamps.
- SeamlessM4TCommunity
Meta's SeamlessM4T multimodal translation model. Takes speech or text input and produces transcription or translation across about 100 languages, including speech-to-text and speech-to-speech. One model covers ASR plus cross-lingual translation without chaining separate systems.
- SeamlessM4T v2 Large (Speech)Community
Meta SeamlessM4T v2 Large speech mode. Speech-to-speech, speech-to-text, and text-to-speech translation across 100+ languages in a single unified model.
â 0,0012 US$/körning
79 % billigare per enhet
JÀmför Incredibly Fast Whisper och SeamlessM4T v2 Large (Speech)
AnvÀnd Incredibly Fast Whisper via API:et
En API-nyckel för alla modeller pÄ Railwail. AnvÀndningen debiteras frÄn förbetald kredit, 1 kredit = 0,01 US$.