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 US$/kørsel
- Input → output
- Lyd → Tekst
- Udvikler
- Community
- Opdateret
- 23. september 2026
Playground
Prøv Incredibly Fast Whisper
Input & resultat
Denne kørsel
ca. 0,0056 US$ · 0,56 credits
0,0166 US$ (1,66 credits) reserveres ved start; den faktiske GPU-tid faktureres.
Ny her?
10 gratis credits (0,10 US$) når du tilmelder dig med Google
Kan bruges 24 timer efter tilmelding, op til 5 kørsler pr. dag og højst 2 credits pr. kørsel. Andre login-metoder starter uden credits. Nok til 6 kørsler af denne 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…
Om Incredibly Fast Whisper
Incredibly Fast Whisper er en model af Community i kategorien Talestemme-til-tekst (STT). På Railwail koster Incredibly Fast Whisper ≈ 0,0056 US$ pr. kørsel.
Priser
| Typisk kørsel (≈ 5 s på L40S) | 0,0056 US$ pr. kørsel |
|---|---|
| GPU-tid (L40S) | 0,00117 US$ pr. GPU-sekund |
- Faktureres efter den GPU-tid, som kørslen faktisk tager. Når kørslen starter, reserveres 3× den typiske pris fra din saldo og afregnes efterfølgende.
- 1 kredit = 0,01 US$
Omkostningsberegner
Prisberegner
Typisk ifølge udbyderen: ca. 4,7 s
I alt
0,56 US$
56 credits
Pr. kørsel
0,0056 US$ · 0,56 credits
Fakturering efter faktisk GPU-tid; dette er et estimat.
API
curl https://railwail.com/api/v1/audio/transcriptions \
-H "Authorization: Bearer $RAILWAIL_API_KEY" \
-F model='incredibly-fast-whisper' \
-F file=@audio.mp3import os
from openai import OpenAI
client = OpenAI(
api_key=os.environ["RAILWAIL_API_KEY"],
base_url="https://railwail.com/api/v1",
)
with open("audio.mp3", "rb") as audio:
transcript = client.audio.transcriptions.create(
model="incredibly-fast-whisper",
file=audio,
)
print(transcript.text)import fs from "node:fs";
import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.RAILWAIL_API_KEY,
baseURL: "https://railwail.com/api/v1",
});
const transcript = await client.audio.transcriptions.create({
model: "incredibly-fast-whisper",
file: fs.createReadStream("audio.mp3"),
});
console.log(transcript.text);Specifikationer
- Model-ID
incredibly-fast-whisper- Udvikler
- Community
- Kategori
- Talestemme-til-tekst (STT)
- Input
- Lyd
- Output
- Tekst
- Fakturering
- Efter forbrug (tokens eller GPU-tid)
- Katalogelement opdateret
- 23. september 2026
Inputparametre
Inputs og indstillinger fra modellens inputskema. Eksemplet i API-afsnittet viser, hvilke af dem API'en accepterer.
audiopåkrævetURL or upload of the audio file to transcribe
Type: TekstStandard: –Tilladte værdier: –taskType: ValgStandard:transcribeTilladte værdier: transcribe eller translatelanguageOptional language hint (e.g. english, german); auto-detected if omitted
Type: TekstStandard: –Tilladte værdier: –timestampType: ValgStandard:chunkTilladte værdier: chunk eller wordbatch_sizeType: HeltalStandard:24Tilladte værdier: 1 til 64
Tags
- replicate
- whisper
- stt
- transcription
- fast
- batched
- multilingual
Anvendelsestilfælde
Relaterede vejledninger
Alle modeller i Talestemme-til-tekst (STT)Ofte stillede spørgsmål
Hvad er Incredibly Fast Whisper?
Incredibly Fast Whisper er en model fra Community i kategorien Talestemme-til-tekst (STT). På Railwail kan du kalde den med en API-nøgle via Railwail API.
Hvad koster Incredibly Fast Whisper på Railwail?
På Railwail koster Incredibly Fast Whisper ≈ 0,0056 US$ pr. kørsel. Du betaler for det, som hver anmodning faktisk bruger. Forbrug betales fra forudbetalte credits; 1 credit svarer til 0,01 US$.
Hvilke indstillinger understøtter Incredibly Fast Whisper?
Ifølge dens inputskema kender Incredibly Fast Whisper disse parametre: audio, task (transcribe eller translate), language, timestamp (chunk eller word) og batch_size (1 til 64).
Hvor hurtig er Incredibly Fast Whisper?
Der er endnu ikke nok målte kørsler af Incredibly Fast Whisper på Railwail til at angive en udførelsestid. Det afhænger af inputtet, indstillingerne og belastningen hos provideren.
Er Incredibly Fast Whisper bedre end Whisper?
Det afhænger af opgaven. Incredibly Fast Whisper (Community) og Whisper (OpenAI) er begge modeller i kategorien Talestemme-til-tekst (STT). Sammenligningssiden viser deres priser og specifikationer side om side.
Sammenlign Incredibly Fast Whisper og WhisperHvordan bruger jeg Incredibly Fast Whisper via API'en?
Opret en Railwail API-nøgle og send din anmodning med model-ID'en incredibly-fast-whisper. Kodeeksempler til curl, Python og JavaScript findes i API-sektionen på denne side.
Sammenlignelige modeller
Alle i denne kategori- WhisperOpenAI
OpenAI's Whisper running on Replicate. General-purpose speech recognition trained on 680k hours of multilingual audio. Transcribes and translates 99 languages, robust to accents and background noise, and outputs plain text, segments, or word-level timestamps.
- SeamlessM4TCommunity
Meta's SeamlessM4T multimodal translation model. Takes speech or text input and produces transcription or translation across about 100 languages, including speech-to-text and speech-to-speech. One model covers ASR plus cross-lingual translation without chaining separate systems.
- SeamlessM4T v2 Large (Speech)Community
Meta SeamlessM4T v2 Large speech mode. Speech-to-speech, speech-to-text, and text-to-speech translation across 100+ languages in a single unified model.
≈ 0,0012 US$/kørsel
79 % billigere pr. enhed
Sammenlign Incredibly Fast Whisper og SeamlessM4T v2 Large (Speech)
Brug Incredibly Fast Whisper via API'en
En API-nøgle til alle modeller på Railwail. Forbrug debiteres fra forudbetalte credits, 1 credit = 0,01 US$.