Models / embeddinggemma / embeddinggemma 300M

google/embeddinggemma-300m

Embeddings · served with vLLM · ↓ 2.7M downloads a month · View on Hugging Face

The model's publisher asks users to accept its licence (gemma). You accept it when you deploy.

Weights: 610 MB
GPU memory needed: about 2.2 GB
Model allows: 2,048 tokens
Memory · disk: 8 GB · 41 GB
Architecture: Gemma3TextModel
Licence: gemma

Versions of embeddinggemma 300M

The same model packaged differently: a quantized version needs less GPU memory and runs on a cheaper machine.

Version	Runtime	Weights	GPU memory	Cheapest machine now
Originalgoogle/embeddinggemma-300mLicence to accept	vLLM	610 MB	2.2 GB	$0.09/h RTX 3060
ONNX (onnx-community)onnx-community/embeddinggemma-300m-ONNX	ONNX Runtime	180 MB	1.3 GB	$0.06/h GTX 1650

Hardware and deploy

Endpoint nameI accept the model's licence (gemma) and its acceptable use policy.

$0.60/h from your balance while it runs, billed by the hour; stop it from its page. GridPup rents the machine, which downloads the model from Hugging Face (usually ready in 10 to 15 minutes), and gives you an https address, keys and a Playground.

Prices are per hour for the whole machine and its disk, right now. Speed is Vast's DLPerf score of the machine, relative to the cheapest. Best value: the most speed per dollar. Only machines with a Vast reliability above 95% that download at 400 Mbit/s or more are offered: the machine fetches the model itself.

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