MLC-LLM

by MLC AI

Don’t want to install MLC-LLM? 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.

Compile + deploy LLMs (and Whisper) to phones / browsers / WebGPU.

Linux, macOS, Windows, Android, iOS, Web  ·  free

TL;DR

Best for cross-platform deployment of small Whisper models via TVM. Pricing: free.

Category
Open source
License
Apache-2.0
Stars
★ 23.0k
Last push
2026-07-31
Pricing
free
Platforms
Linux, macOS, Windows, Android, iOS, Web

What it is

A universal LLM deployment framework via TVM Unity. Apache-2.0.

Best for: Cross-platform deployment of small Whisper models via TVM.
Watch out for: ASR support newer than text; quantization config heavy.

Install / use

pip install mlc-llm

What people actually do with MLC-LLM-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 ↗

MLC-LLM vs Whipscribe

FeatureMLC-LLMWhipscribe
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, Windows, Android, iOS, WebWeb, API, MCP

Alternatives to MLC-LLM

Frequently asked about MLC-LLM

Is MLC-LLM free?

Yes. MLC-LLM is free and open source.

Does MLC-LLM work on Mac, Windows and Linux?

MLC-LLM runs on Linux, macOS, Windows, Android, iOS and Web.

How do I install MLC-LLM?

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

How many languages does MLC-LLM support?

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

Does MLC-LLM identify different speakers?

No. MLC-LLM 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 MLC-LLM give word-level timestamps?

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

Can MLC-LLM transcribe live audio?

No — MLC-LLM works on finished files, not a live stream.

Is MLC-LLM HIPAA compliant?

MLC-LLM 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 MLC-LLM?

ASR support newer than text; quantization config heavy.

Who is MLC-LLM best for?

Cross-platform deployment of small Whisper models via TVM.

Does MLC-LLM run offline?

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

Where is the MLC-LLM source code?

On GitHub at github.com/mlc-ai/mlc-llm. It is maintained by MLC AI.

What kind of tool is MLC-LLM?

In this directory MLC-LLM is filed under framework, edge, compiler as a open-source tool.

What are the alternatives to MLC-LLM?

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

Can I automate MLC-LLM-style transcription without running it myself?

Yes. If what you want is transcripts rather than the tool itself, Whipscribe does the same job as a hosted API: submit a file or URL, poll a job id, pull the result as txt, json, srt, vtt or docx. $0.012 a minute — about $0.72 an audio hour — bought as credits that never expire. The automation recipes on this site show it wired to Drive folders, Zoom recordings, S3 buckets and no-code platforms.

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.

Transcribe your recordings

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Long recording to get through?

One file up to 10 hours, as an upload or a link: see how to transcribe an MP3 of any length, how to transcribe a podcast and an SRT subtitle file from any recording.

Comparing tools before you pay?

If you would rather pay a service than run software yourself: see an honest roundup of the best transcription services, cheap transcription services and the real cost per hour and our transcription service with prices and turnaround.