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Executorch Alternatives
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ml-ane-transformers
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SaaSHub
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DALI
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Daisykit
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executorch discussion
executorch reviews and mentions
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Run LLMs on Apple Neural Engine (ANE)
Something to consider for deploying LLMs on the ANE is: https://github.com/pytorch/executorch/tree/main/examples/app...
The model does have some limitations (e.g., need for QAT for 4-bit quantization), lack of a C++ runner to execute the model, but parts of the model are promising.
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PyTorch – Torchchat: Chat with LLMs Everywhere
Did not know executorch existed! That's so cool! I have it on my bucket list to tinker with running LLMs on wearables after I'm a little further along in learning, great to see official tooling for that!
https://github.com/pytorch/executorch
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ExecuTorch: Enabling On-Device interference for embedded devices
Yes ExecuTorch is currently targeted at Edge devices. The runtime is written in C++ with 50KB binary size (without kernels) and should run in most of platforms. You are right that we have not integrated to Nvidia backend yet. Have you tried torch.compile() in PyTorch 2.0? It would do the Nvidia optimization for you without Torchscript. If you have specific binary size or edge specific request, feel free to file issues in https://github.com/pytorch/executorch/issues
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Stats
pytorch/executorch is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of executorch is Python.