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.
- Cena
- ≈ 0,0056 $/zagon
- Vhod → Izhod
- Avdio → Besedilo
- Razvijalec
- Community
- Posodobljeno
- 23. september 2026
Igrišče
Preizkusi Incredibly Fast Whisper
Vnos in rezultat
Ta zagon
približno 0,0056 $ · 0,56 kreditov
Na začetku se rezervira 0,0166 $ (1,66 kreditov); obračunava se dejanski čas GPU.
Novo tukaj?
10 brezplačnih kreditov (0,10 $) ob prijavi z Googlom
Uporabno 24 ur po prijavi, do 5 zaganom na dan in največ 2 kreditov na zagon. Druge metode prijave se začnejo brez kreditov. Dovolj za 6 zagonov tega 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 razvijalca Community iz kategorije Pretvarjanje govora v besedilo. Na Railwail stane Incredibly Fast Whisper ≈ 0,0056 $ na zagon.
Cene
| Tipičen zagon (≈ 5 s na L40S) | 0,0056 $ na zagon |
|---|---|
| Čas GPU (L40S) | 0,00117 $ na sekundo GPU |
- Obračunan je čas GPU, ki ga zagon dejansko potrebuje. Ko se zagon začne, se od vašega stanja rezervira 3× tipična cena in se pozneje poravna.
- 1 kredit = 0,01 $
Kalkulator stroškov
Kalkulator cen
Tipično po ponudniku: približno 4,7 s
Skupaj
0,56 $
56 kreditov
Na zagon
0,0056 $ · 0,56 kreditov
Obračunava se dejanski čas GPU; to je ocena.
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- Razvijalec
- Community
- Kategorija
- Pretvarjanje govora v besedilo
- Vhod
- Avdio
- Izhod
- Besedilo
- Obračunavanje
- Po porabi (žetoni ali čas GPU)
- Kataložni vnos posodobljen
- 23. september 2026
Vhodne parametre
Vhodi in nastavitve iz vhodne sheme modela. Primer v razdelku API prikazuje, katere od njih API sprejema.
audioObveznoURL or upload of the audio file to transcribe
Tip: BesediloPrivzeto: –Dovoljene vrednosti: –taskTip: IzbiraPrivzeto:transcribeDovoljene vrednosti: transcribe ali translatelanguageOptional language hint (e.g. english, german); auto-detected if omitted
Tip: BesediloPrivzeto: –Dovoljene vrednosti: –timestampTip: IzbiraPrivzeto:chunkDovoljene vrednosti: chunk ali wordbatch_sizeTip: Celo številoPrivzeto:24Dovoljene vrednosti: 1 do 64
Oznake
- replicate
- whisper
- stt
- transcription
- fast
- batched
- multilingual
Primeri uporabe
Pogosta vprašanja
Kaj je Incredibly Fast Whisper?
Incredibly Fast Whisper je model podjetja Community iz kategorije Pretvarjanje govora v besedilo. Na Railwailu ga lahko pokličete z ključem API prek Railwailovega API-ja.
Koliko stane Incredibly Fast Whisper na Railwailu?
Na Railwail stane Incredibly Fast Whisper ≈ 0,0056 $ na zagon. Zaračunano vam je tisto, kar vsaka zahteva dejansko porabi. Uporaba se plača s predplačanimi krediti; 1 kredit je enak 0,01 $.
Katere nastavitve podpira Incredibly Fast Whisper?
Glede na shemo vnosa Incredibly Fast Whisper pozna te parametre: audio, task (transcribe ali translate), language, timestamp (chunk ali word) in batch_size (1 do 64).
Kako hiter je Incredibly Fast Whisper?
Za Incredibly Fast Whisper je na Railwailu še premalo izmerjenih zagonov, da bi navedli čas izvajanja. Odvisno je od vnosa, nastavitev in obremenitve pri ponudniku.
Je Incredibly Fast Whisper boljši od Whisper?
To je odvisno od naloge. Incredibly Fast Whisper (Community) in Whisper (OpenAI) sta oba modela iz kategorije Pretvarjanje govora v besedilo. Stran za primerjavo prikazuje njune cene in specifikacije drug ob drugem.
Primerjaj Incredibly Fast Whisper in WhisperKako uporabljam Incredibly Fast Whisper prek API-ja?
Ustvarite ključ Railwailovega API-ja in pošljite zahtevo z ID-jem modela incredibly-fast-whisper. Primeri kode za curl, Python in JavaScript so v razdelku API na tej strani.
Primerljivi modeli
Vsi v tej 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 $/zagon
79 % cenejše na enoto
Primerjaj Incredibly Fast Whisper in SeamlessM4T v2 Large (Speech)
Uporabite Incredibly Fast Whisper prek API
En API ključ za vsak model na Railwail. Uporaba se obračuna iz vnaprej plačanih kreditov, 1 kredit = 0,01 $.