SetFit

by Hugging Face

Don’t want to install SetFit? Drop the file here.

The first 20 minutes of any recording are transcribed free: a recording up to 20 minutes transcribes in full, a longer one is previewed, and a pack from $6 (500 minutes) transcribes the rest and opens every export, and credits never expire.

Few-shot text classifier — useful for post-transcript tagging.

Linux, macOS, Windows  ·  free

TL;DR

Best for few-shot classifying transcripts (intent, topic, sentiment). Pricing: free.

Category
Open source
License
Apache-2.0
Stars
★ 2.8k
Last push
2026-05-26
Pricing
free
Platforms
Linux, macOS, Windows

What it is

SetFit few-shot training library. Apache-2.0.

Best for: Few-shot classifying transcripts (intent, topic, sentiment).
Watch out for: Text-only.

Install / use

pip install setfit

What people actually do with SetFit-style transcription

The tool is the means. These are the jobs — each one priced at published rates, each one wired up on its own page.

Wire it into Amazon S3n8nMake.comGoogle DriveZapierSlack

Features

Speaker diarizationNo
Word-level timestampsYes
Streaming / real-timeNo
Languages supported99
HIPAA eligibleNo

Links

GitHub repo ↗

SetFit vs Whipscribe

FeatureSetFitWhipscribe
CategoryOpen sourceTranscription APIs
Pricingfree$6–$24 one-time packs (credits never expire) · first 20 minutes free
Speaker identificationNoNamed in the summary, key quotes and chapters
Word timestampsYesYes
StreamingNoNo
Languages9999
PlatformsLinux, macOS, WindowsWeb, API, MCP

Alternatives to SetFit

Frequently asked about SetFit

Is SetFit free?

Yes. SetFit is free and open source.

Does SetFit work on Mac, Windows and Linux?

SetFit runs on Linux, macOS and Windows.

How do I install SetFit?

With pip: `pip install setfit`. You need Python and, for most audio tools, ffmpeg on your PATH first.

How many languages does SetFit support?

SetFit lists 99 languages. That is the Whisper-family multilingual set, so quality varies by language — English and the large European languages are strongest.

Does SetFit identify different speakers?

No. SetFit does not label speakers; a conversation comes back as one continuous text. If you need speaker labels, that is a separate tool or a different service.

Does SetFit give word-level timestamps?

Yes — SetFit produces timing per word, which is what subtitle cues and clip boundaries need.

Can SetFit transcribe live audio?

No — SetFit works on finished files, not a live stream.

Is SetFit HIPAA compliant?

SetFit does not claim HIPAA compliance. For PHI, run it on infrastructure you control or choose a service that will sign a BAA.

What are the limitations of SetFit?

Text-only.

Who is SetFit best for?

Few-shot classifying transcripts (intent, topic, sentiment).

Does SetFit run offline?

SetFit runs on your own machine — it is open source, so nothing leaves the computer unless you configure it to.

Can I use SetFit in the browser?

No — SetFit is a Linux, macOS and Windows application, not a web app. You install it rather than sign in to it.

Where is the SetFit source code?

On GitHub at github.com/huggingface/setfit. It is maintained by Hugging Face.

What kind of tool is SetFit?

In this directory SetFit is filed under nlp, postprocess as a open-source tool.

What are the alternatives to SetFit?

There is a side-by-side page at /tools/setfit-alternatives comparing SetFit with the closest tools in the same category on price, platform and features.

Whipscribe is a hosted transcription service. If you want transcripts without running infrastructure, paste a URL or drop a file in the form below — you'll have a transcript in seconds.

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