The model is now added to WebAI.js. Run it in your browser with no code required.

#32
by AxolsWebAI - opened

Hi there,

We've packaged this model inside our open-source library WebAI.js, so you can now integrate it into your project easily with just a few lines of code:

import { WebAI } from '@axols/webai-js';

const webai = await WebAI.create({
   modelId: "gemma-embedding-300m"
});

await webai.init({
  mode: "webai",
  precision: "q4",
  device: "webgpu"
});

const generation = await webai.generate({
  userInput: {
    texts: [
      "Artificial intelligence is transforming the way we interact with technology.",
      "人工智能是一个构建能够推理、学习和行动的计算机和机器的科学领域,这种推理、学习和行动通常需要人类智力,或者涉及超出人类分析能力的数据规模。",
      "La IA es la columna vertebral de la innovación en la computación moderna, lo que genera valor para las personas y las empresas."
    ]
  },
  modelConfig: {
    normalize: true,
    pooling: "mean"
  },
  generateConfig: {}
});

🔬 Try Gemma Embedding Instantly (No Code Required)

You can benchmark and test the model directly here:
https://www.webai-js.com/models/gemma-embedding-300m/playground

image


📘 Full API Reference

Detailed parameter explanations can be found here:
https://www.webai-js.com/models/whisper-base/api-reference/v1/class-api/methods/webai-generate

image


🧡 Fully Open Source

WebAI.js is completely open source and free to use.
Star or contribute on GitHub:
https://github.com/axolsai/webai-js

Thanks

Hi @AxolsWebAI ,

I really appreciate you showcasing the integration of the gemma-embedding-300m model into your WebAI.js library. It looks like a very straightforward and powerful way for developers to use it in their projects. Thanks for making it open source.

Thanks.

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