litert-community / Gecko-110m-en

huggingface.co
Total runs: 2.1K
24-hour runs: 0
7-day runs: -217
30-day runs: -111
Model's Last Updated: March 12 2025
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Introduction of Gecko-110m-en

Model Details of Gecko-110m-en

litert-community/Gecko-110m-en

This model provides a few variants of the embedding model published in the Gecko paper that are ready for deployment on Android or iOS using LiteRT stack or google ai edge RAG SDK .

Use the models
Android
Performance
Android

Note that all benchmark stats are from a Samsung S23 Ultra.

Backend Max sequence length Init time (ms) Inference time (ms) Memory (RSS in MB) Model size (MB)

dynamic_int8

GPU

256

1306.06

76.2

604.5

114

dynamic_int8

GPU

512

1363.38

173.2

604.6

120

dynamic_int8

GPU

1024

1419.87

397

871.1

145

dynamic_int8

CPU

256

11.03

147.6

126.3

114

dynamic_int8

CPU

512

30.04

353.1

225.6

120

dynamic_int8

CPU

1024

79.17

954

619.5

145

  • Model Size: measured by the size of the .tflite flatbuffer (serialization format for LiteRT models)
  • Memory: indicator of peak RAM usage
  • The inference is run on CPU is accelerated via the LiteRT XNNPACK delegate with 4 threads
  • The inference on GPU is accelerated via LiteRT GPU delegate.
  • Benchmark is done assuming XNNPACK cache is enabled
  • dynamic_int8: quantized model with int8 weights and float activations.

Runs of litert-community Gecko-110m-en on huggingface.co

2.1K
Total runs
0
24-hour runs
24
3-day runs
-217
7-day runs
-111
30-day runs

More Information About Gecko-110m-en huggingface.co Model

More Gecko-110m-en license Visit here:

https://choosealicense.com/licenses/apache-2.0

Gecko-110m-en huggingface.co

Gecko-110m-en huggingface.co is an AI model on huggingface.co that provides Gecko-110m-en's model effect (), which can be used instantly with this litert-community Gecko-110m-en model. huggingface.co supports a free trial of the Gecko-110m-en model, and also provides paid use of the Gecko-110m-en. Support call Gecko-110m-en model through api, including Node.js, Python, http.

litert-community Gecko-110m-en online free

Gecko-110m-en huggingface.co is an online trial and call api platform, which integrates Gecko-110m-en's modeling effects, including api services, and provides a free online trial of Gecko-110m-en, you can try Gecko-110m-en online for free by clicking the link below.

litert-community Gecko-110m-en online free url in huggingface.co:

https://huggingface.co/litert-community/Gecko-110m-en

Gecko-110m-en install

Gecko-110m-en is an open source model from GitHub that offers a free installation service, and any user can find Gecko-110m-en on GitHub to install. At the same time, huggingface.co provides the effect of Gecko-110m-en install, users can directly use Gecko-110m-en installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Gecko-110m-en install url in huggingface.co:

https://huggingface.co/litert-community/Gecko-110m-en

Url of Gecko-110m-en

Provider of Gecko-110m-en huggingface.co

litert-community
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