Stop waiting weeks for multi-terabyte downloads. We ship pre-loaded hard drives with the AI models your team needs, configured and ready to deploy.
Large language models, vision models, and speech models can be tens or hundreds of gigabytes each. Teams waste days or weeks downloading, only to repeat the process for every quantization and variant they need to test.
A single 70B parameter model can take 12-48 hours to download. Need five quantizations? That is a full work week gone.
Pulling terabytes over shared lab or university networks disrupts everyone. Rate limits and throttling make it worse.
Not every model on HuggingFace is commercially licensed. We vet every model so your team can deploy with confidence.
Downloading is just the start. File organization, quantization selection, and storage management eat into research time.
Whether you want a curated collection or a hand-picked selection, we ship it ready to run.
Curated collections of top commercially-licensed models, organized by category. Plug into your workstation and go.
Pick exactly the models and quantizations you need from our catalog. We load them onto a drive and ship it to your door.
Browse our catalog of 985+ commercially-licensed models. Pick a pre-filled collection or build a custom selection.
We load your selected models onto a high-speed drive, verify integrity, and ship it to your lab or office.
Mount the drive, point your inference framework at the model files, and start running. No downloads. No waiting.
Whether you are spinning up a research cluster or deploying models on-premises, Q4KM gets you running faster.
Benchmark dozens of models without burning bandwidth. Get every quantization variant on one drive for rapid A/B testing.
Shared campus networks cannot handle terabyte downloads. Ship a drive to the lab and every student has instant access.
Move fast without waiting for downloads. Evaluate models locally before committing cloud spend. Ship product sooner.
Running AI on your own hardware? Skip the multi-day downloads and start experimenting with the models you actually want.
Air-gapped environments, compliance requirements, or bandwidth constraints. We deliver models where the internet cannot.
Secure model delivery for classified and restricted networks. Commercially-licensed models with clear provenance.
Be the first to know when Q4KM hard drives are available. Drop your email and we'll notify you the moment we open for orders.