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ciekawy committed Jul 21, 2024
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<script type="module" crossorigin src="/webgpu-embed-demo/assets/main-Xzmn7x-Y.js"></script>
</head>
<body>
<h1>Experiment: Running Quantized BGE-M3 Embedding Model in the Browser for Full Privacy</h1>
<p>
This experiment demonstrates running a quantized BGE-M3 embedding model directly in the browser, supporting multilingual and cross-lingual similarities while ensuring full privacy. The model operates entirely on the client side, avoiding any data transmission to external servers.
</p>
<p>
The complete code and implementation details can be found in the
<a href="https://github.com/ciekawy/webgpu-embed-demo/">webgpu-embed-demo GitHub repository</a>.
</p>
<div id="app">
<div id="app">
<h1>Experiment: Running Quantized BGE-M3 Embedding Model in the Browser for Full Privacy</h1>
<p>
This experiment demonstrates running a quantized BGE-M3 embedding model directly in the browser, supporting
multilingual and cross-lingual similarities while ensuring full privacy. The model operates entirely on the
client side, avoiding any data transmission to external servers.
</p>
<p>
The complete code and implementation details can be found in the
<a href="https://github.com/ciekawy/webgpu-embed-demo/">webgpu-embed-demo GitHub repository</a>.
</p>
<div id="progress-container">
<div id="progress-bar"></div>
</div>
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