HuggingFace LightEval
Don’t want to install HuggingFace LightEval? 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.
Eval harness — includes WER evaluations for ASR.
Best for benchmarking Whisper / Canary / Parakeet on standard corpora. Pricing: free.
What it is
A lightweight benchmark harness covering many open-source ASR models. MIT.
Watch out for: Newer than alternatives; coverage growing.
Install / use
pip install lightevalWhat people actually do with HuggingFace LightEval-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.
Features
| Speaker diarization | No |
| Word-level timestamps | Yes |
| Streaming / real-time | No |
| Languages supported | 99 |
| HIPAA eligible | No |
Links
HuggingFace LightEval vs Whipscribe
| Feature | HuggingFace LightEval | Whipscribe |
|---|---|---|
| Category | Open source | Transcription APIs |
| Pricing | free | $6–$24 one-time packs (credits never expire) · first 20 minutes free |
| Speaker identification | No | Named in the summary, key quotes and chapters |
| Word timestamps | Yes | Yes |
| Streaming | No | No |
| Languages | 99 | 99 |
| Platforms | Linux, macOS | Web, API, MCP |
Alternatives to HuggingFace LightEval
Frequently asked about HuggingFace LightEval
Is HuggingFace LightEval free?
Yes. HuggingFace LightEval is free and open source.
Does HuggingFace LightEval work on Mac, Windows and Linux?
HuggingFace LightEval runs on Linux and macOS. It is not listed for other platforms; check the vendor for anything beyond Linux and macOS.
How do I install HuggingFace LightEval?
With pip: `pip install lighteval`. You need Python and, for most audio tools, ffmpeg on your PATH first.
How many languages does HuggingFace LightEval support?
HuggingFace LightEval lists 99 languages. That is the Whisper-family multilingual set, so quality varies by language — English and the large European languages are strongest.
Does HuggingFace LightEval identify different speakers?
No. HuggingFace LightEval 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 HuggingFace LightEval give word-level timestamps?
Yes — HuggingFace LightEval produces timing per word, which is what subtitle cues and clip boundaries need.
Can HuggingFace LightEval transcribe live audio?
No — HuggingFace LightEval works on finished files, not a live stream.
Is HuggingFace LightEval HIPAA compliant?
HuggingFace LightEval 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 HuggingFace LightEval?
Newer than alternatives; coverage growing.
Who is HuggingFace LightEval best for?
Benchmarking Whisper / Canary / Parakeet on standard corpora.
Does HuggingFace LightEval run offline?
HuggingFace LightEval runs on your own machine — it is open source, so nothing leaves the computer unless you configure it to.
Can I use HuggingFace LightEval in the browser?
No — HuggingFace LightEval is a Linux and macOS application, not a web app. You install it rather than sign in to it.
Where is the HuggingFace LightEval source code?
On GitHub at github.com/huggingface/lighteval. It is maintained by Hugging Face.
What kind of tool is HuggingFace LightEval?
In this directory HuggingFace LightEval is filed under evaluation, benchmark as a open-source tool.
What are the alternatives to HuggingFace LightEval?
There is a side-by-side page at /tools/huggingface-lighteval-alternatives comparing HuggingFace LightEval 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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