问HN:Tensorflow.js 死了吗?

3作者: fouronnes37 个月前原帖
从提交活动来看,自2023年底以来似乎几乎处于停滞状态,新问题也大多被忽视。这是被遗弃了,还是说已经“成熟”了呢?文档中仍然有很多“未来工作”的参考,所以我认为它只是被遗弃了。 这很可惜,因为它仍然是唯一一个在浏览器中提供良好实现的库,包括: * 数值N维张量 * 多种后端(CPU、WebGPU、WASM、WebGL) * 自动求导 所有进行大语言模型(LLM)和其他机器学习应用的人都只在浏览器中进行推理,因此他们对来自其他框架的ONNX导出感到满意。但这并不涵盖在浏览器中进行优化并在JS/TS中创建自定义模型的用例。我甚至不需要所有的层和神经网络的内容。只需要一个干净的张量+自动求导库,并且支持TypeScript。
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Looking at the commit activity it seems pretty much dead since late 2023, and new issues are largely ignored. Is it abandoned or just &quot;mature&quot;? There&#x27;s still a lot of &quot;future work&quot; references in the doc, so I think it&#x27;s just abandoned.<p>It&#x27;s a shame because it&#x27;s still the only library out there that provides a good implementation of:<p>* numerical N-dimensional tensors in the browser<p>* multiple backends (cpu, webgpu, wasm, webgl)<p>* autograd<p>Everyone doing LLM and other ML applications is doing inference only in the browser, and so they are happy with ONNX exports from other frameworks. But this doesn&#x27;t cover the use case where you want to do optimization in the browser and create custom models in JS&#x2F;TS. I don&#x27;t even need all the layer and NN stuff. Just a clean tensor+autograd library with typescript support.