Download examples/README.md from Synaptics/Google-EmbeddingGemma-2: direct link, hf CLI and curl.
- Browser
- Download file 4.1 kB
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https://huggingface.co/Synaptics/Google-EmbeddingGemma-2/resolve/main/examples/README.md
- Command line
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hf download hf://Synaptics/Google-EmbeddingGemma-2/examples/README.md
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curl -L -o README.md https://huggingface.co/Synaptics/Google-EmbeddingGemma-2/resolve/main/examples/README.md
EmbeddingGemma-2 demo examples
Fourteen small media files with a matching description each, for the multimodal search demo in torq-examples: six subjects with a photo and a sound each (cat, dog, bird, piano, train, police car), plus two short videos. Every file is scored against every description; each one ranks its own description first, by a clear margin over the descriptions of the other subjects (checked with the 8-bit build on the SL2619 NPU).
examples.json lists each file, its kind (image, audio or video) and its description. With the
model downloaded by python setup_demos.py EmbeddingGemma-2, run them with:
cd EmbeddingGemma-2
python src/infer.py --examples # every example in one session
With the bf16 or 8-bit build, the NPU cannot map the vision and audio encoders together; run
--examples visual and --examples audio as two sessions instead.
Files and credits
All files are CC0 or public domain. Sounds were cut to 5 seconds and converted to 16 kHz mono WAV; photos were resized to at most 1024 pixels. The sounds come from FSD50K (Fonseca et al., 2022), which collects them from Freesound.
| File | Description | Original | Author | License |
|---|---|---|---|---|
cat_tabby.jpg |
a fluffy tabby and white cat with bright blue eyes | Tabby cat with blue eyes-3336579.jpg | AdinaVoicu | CC0 |
cat_meowing.wav |
a cat meowing loudly | cat meowing | nekoninja | CC0 1.0 (FSD50K) |
dog_labrador.jpg |
a happy yellow Labrador retriever with its tongue out | Labrador Retriever (1210559).jpg | chiemsee2016 (Pixabay) | CC0 |
dog_barking.wav |
a dog barking and growling | barking dog 2 | roman_cgr | CC0 1.0 (FSD50K) |
bird_sparrow.jpg |
a small brown sparrow perched on a tree branch | Bird on branch (Unsplash).jpg | Pritiranjan Maharana pritiranjan101 | CC0 |
birds_chirping.wav |
birds chirping and calling in the trees | Bird Calls.mp3 | Yin_Yang_Jake007 | CC0 1.0 (FSD50K) |
piano_keyboard.jpg |
the wooden keyboard of an antique piano | Grand Piano MET DP300910.jpg | The Metropolitan Museum of Art | CC0 |
piano_arpeggio.wav |
a soft, relaxing piano melody | Arpegio A-menor 90 BPM.wav | Spol | CC0 1.0 (FSD50K) |
train_locomotive.jpg |
a yellow and green locomotive pulling passenger cars in the mountains | Passenger Train with WPYR Diesel locomotive no 100 at Carcross station, Yucon, Canada, 2011.jpg | Tuskönils | CC0 |
train_passing.wav |
the rumble of a train passing by on the tracks | TRAIN PASSING SLOWLY | CAZAPROD | CC0 1.0 (FSD50K) |
police_car.jpg |
a white police car with blue and yellow stripes and a light bar | Police car Vinnytsia 2016 G1.jpg | George Chernilevsky | Public domain |
police_siren.wav |
a police car siren wailing | Police Car Siren in Traffic | hyderpotter | CC0 1.0 (FSD50K) |
waterfall.ogv |
a tall waterfall pouring from a rocky cliff into a turquoise pool | Video of the waterfall of Seythenex.ogv | Tangopaso | Public domain |
sea_turtle.ogv |
a sea turtle swimming underwater in a blue aquarium | Sealife-Munich-Turtle.ogv | MartinThoma | CC0 |