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Layers / Inference / Serving / Edge and on-device / litert-lm

litert-lm

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By google-ai-edge

EDGE AND ON-DEVICE

litert-lm — LiteRT-LM is Google's production-ready, high-performance, open-source inference framework for deploying Large Language Models on edge devices. Listed under Edge and on-device in the Inference / Serving layer. 5 of 6 comparison attributes are recorded, each with the page it was read from.

4 OF 4 SIGNALS HELD

WebsiteDocsgoogle-ai-edge/LiteRT-LM

What it runs on, and what runs on it

0 cited edges
The differentiator

Computed from the stack graph, both directions. Every cited edge links the page it was read from; a vendor-added one links the vendor’s own source — this is the reason to be here rather than on the vendor’s own site.

No edges on record for litert-lm.

Nothing in the directory documents depending on it, and its own docs do not name what it runs on. An edge is only stored when a source states it.

Submit a documented integration →

From google-ai-edge? No claim is needed for this: a link to your docs that names what litert-lm runs on is enough.

Open-source signals

LICENCE
Apache-2.0
2026-09-12JSON
DOWNLOADS 30D
not measured
LAST COMMIT
not measured

A HOLLOW RING IS UNMEASURED, NOT ZERO · WE DO NOT SUBSTITUTE A PARENT COMPANY’S REPOSITORY FOR A PRODUCT THAT HAS NONE

Price

We hold no price for this product.

This is open-source software: you can run it yourself and the licence costs nothing. If the project also sells a hosted service, we do not yet hold the page it prices it on. If that changes — or if you publish /.well-known/pricing.json — it appears here with a capture date.

How we read prices →

What its categories ask

5 answered · 1 unanswered

6 questions declared by Edge and on-device. Most rows across the directory read like these.

ATTRIBUTEANSWEREVIDENCE · SOURCE
HardwareNPU, GPU
“NPU & GPU Acceleration : Enabled dynamic on-demand KV cache growth on NPU and attention mask pruning optimizations on GPU.”
2026-10-06
LicenceApache 2.0 License
“Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License .”
2026-10-06
Model formatsgemini-3.8-flash
“Python from google import genai from google.genai import types client = genai . Client () response = client . models . generate_content ( model = "gemini-3.8-flash" , contents = "Some potentially unsafe prompt" , config = types . GenerateContentConfig ( safety_settings = [ types . SafetySetting ( ca”
2026-10-06
On-deviceYes
“On-device GenAI in Chrome, Chromebook Plus, and Pixel Watch Deploy language models on wearables and browser-based platforms using LiteRT-LM at scale.”
2026-10-06
Open sourceYes
“Contribute to the open-source project, report issues, and see examples.”
2026-09-13
Quantizationno answer on record

A ROW WITH NO ANSWER IS NOT A ROW WITH A “NO” · A VENDOR MAY ANSWER A BLANK ONE, MARKED VENDOR CLAIMED WITH ITS SOURCE · A DOCUMENTED VALUE IS DISPUTED, NOT OVERWRITTEN, AND STAYS VISIBLE WHILE WE RE-READ THE SOURCE

Practitioner reviews

Nobody has written one yet.

A review here is structured, not a star: hardware, scale band, what broke in production, and whether you would choose it again.

NO PERCENTAGE IS SHOWN UNDER FIVE REVIEWS · NO STAR RATINGS, EVER

Also in this category

23 products in Edge and on-device. Comparison defaults to within the category — pairing this with a GPU cloud would produce a page that means nothing.

Together AIUSED BY 4COMPARE →
bigmoeonedgeNO DEPENDENTS RECORDEDCOMPARE →
browseraiNO DEPENDENTS RECORDEDCOMPARE →
cactusNO DEPENDENTS RECORDEDCOMPARE →
carwatchNO DEPENDENTS RECORDEDCOMPARE →
Cloudflare Workers AINO DEPENDENTS RECORDEDCOMPARE →
cosmo-edgeNO DEPENDENTS RECORDEDCOMPARE →
defradbNO DEPENDENTS RECORDEDCOMPARE →

USED BY = LISTED PRODUCTS DEPENDING ON IT, IN THIS DIRECTORY

Frequently asked

Is litert-lm open source?
Yes — it is listed as open source, and its repository is the source for the activity figures on this page rather than anything the project says about itself.
Does litert-lm offer on-device?
Yes. Read from their own page: “On-device GenAI in Chrome, Chromebook Plus, and Pixel Watch Deploy language models on wearables and browser-based platforms using LiteRT-LM at scale.”.
Does litert-lm offer open source?
Yes. Read from their own page: “Contribute to the open-source project, report issues, and see examples.”.
What does a blank mean on the litert-lm page?
That nobody has told us, not that the answer is no. A hollow ring is "no answer on record", which is a different state from a recorded no — and the two look different on purpose. A blank is an absence of evidence, and this page shows how many of its questions are in that state rather than quietly leaving them out.
Where do the litert-lm figures come from?
Each one is read from a public page — usually the vendor's own documentation or pricing page — and carries a link to it with the date it was read. Nothing here is estimated, averaged across sources, or inferred from a similar product. If a figure cannot be traced to a page, it is not published.
Can litert-lm change what this page says?
They can claim the listing and supply or correct values, which are then labelled as theirs. They cannot remove the page, hide a comparison they are losing, or change a figure somebody else recorded with a source. Nothing on the page is for sale. How the site is paid for is set out under money and independence at /our-data#sec5.
Something here is wrong — how do I fix it?
Dispute the value. Every figure links to the page it was read from, so a dispute names the value and gives a source that contradicts it. That is the only lever anyone has over this page, and it is the same lever for the vendor, a competitor and a reader.
Is this listing run by google-ai-edge?
No. It is built from public sources, and no value on it came from the company. Anyone with an address at ai.google.dev can claim it for free. A claim lets the company write the tagline, description and logo, and answer blank questions or add dependencies, each marked as theirs with a source. Prices, licence and OSS figures stay as the directory read them, category changes only through our review, and each can be disputed with a source.

Cite this page

A model that quotes us should quote us correctly. The reading and its date sit inside the citation rather than beside it, because a quotation carrying only a URL goes wrong the week the URL changes.

infratoapp, “litert-lm — Edge and on-device”, read 6 October 2026. Hardware: NPU, GPU as published at ai.google.dev. https://www.infratoapp.com/products/litert-lm

What litert-lm can and cannot change here

Claiming google-ai-edge lets its admins and editors change the tagline, description, logo, docs link and deployment model of every product that org owns — live, labelled as theirs, and logged. Answers to blank questions and dependencies go live too, marked as the owner’s and sourced; a documented answer cannot be overwritten. Everything else on this page is a stated fact with a dispute route: price, licence and OSS figures. Those columns are ungranted at the database level, so they are not a feature we withheld — they are a write that cannot happen. Name, category, website, pricing page and package names can be changed by the owner only through our review. A dispute never deletes a value; it marks it and publishes the correction.

Claim google-ai-edgeFree · email at ai.google.dev