jobergum/browser-ml-inference

Edge Inference in Browser with Transformer NLP model

Jupyter NotebookJavaScriptTypeScriptOtherreactnlptransformersedge-computingonnxhuggingfaceonnx-runtimecloudflare-pages
This is stars and forks stats for /jobergum/browser-ml-inference repository. As of 02 May, 2024 this repository has 281 stars and 51 forks.

Text Emotion Prediction in Browser This React App demonstrates ML Inference in the Browser using Cloudflare Pages to deliver the React app and model via worldwide Content Delivery Network (CDN) ONNX Runtime Web for model inference in the Browser Huggingface for NLP model hosting and training API (Transformer library) Google Colab for model training using GPU instances Live demo at https://aiserv.cloud/. See also my blog post Moving ML Inference from the Cloud to the Edge and Deploy Transformer...
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