Glimpse-v1
A lightweight, open vision-language model built to understand and summarize home security camera events.
Install Ollama, then paste this in terminal. See documentation for more information.
View in Ollama Library
Compact Model
Glimpse-v1 is a compact 4 billion parameter model, built to run efficiently with limited memory.
Model Size
4 Billion
Parameters
Glimpse-v1 is a compact 4 billion parameter model, built on Gemma3 architecture.
1.9x
Improvement in accuracy over base model.
Glimpse-v1 shows a significant improvement in accuracy over the base model when summarizing home security camera events.
Trained on over
5'000
Samples
Glimpse-v1 was trained on a diverse dataset of real-world home security camera events for robust performance across different scenarios.
Domain Knowledge
Understands Events around your Home.
Glimpse-v1 is trained to understand and summarize different scenarios around your home.
-
personPeople
- Understands people's actions, not just their appearance.
-
package_2Deliveries
- Can not only spot deliveries, but also recognize the delivery carrier. Glimpse-v1 also outperforms the base model in telling the difference between a delivery and a visitor, reducing false positives.
-
directions_carVehicles
- Improved understanding of vehicles and their movements e.g. parked car vs. car passing by.
-
petsPets
- Can spot pets and other animals even in low-light conditions.
-
crop_freeFalse Positives
- Knows the difference between a false positive and a real event.
Privacy
Private, local AI for your Home.
We believe privacy is fundamental to smart
homes.
By building specialized, compact models that can run locally on hardware with
limited memory and compute resources, we aim to make local AI accessible to everyone.
By running Glimpse-v1 locally, your data stays private and secure in your home, while saving
money on API costs.
Help improve Glimpse-v1
You can now report wrong summaries or
suggest improvements through the LLM Vision Timeline.
You can also support the development of Glimpse and future models by buying me coffee!
Open Weights
Developers Welcome!
Glimpse is an open-weight model available for anyone to use and fine-tune. We encourage developers to experiment with it and adapt it to their specific needs. Whether you want to improve its performance on specific scenarios, add new capabilities or integrate it with other systems, the possibilities are endless.
View on Hugging Face
Try Glimpse-v1 today
Install Ollama, then paste this in terminal. See documentation for more information.
Get Started