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Update README.md (mlc-ai#20)
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hugging face -> Hugging Face
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eltociear authored Apr 18, 2023
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Expand Up @@ -102,7 +102,7 @@ The key technology here is machine learning compilation (MLC). Our solution is b
- [TensorIR](https://arxiv.org/abs/2207.04296) and [MetaSchedule](https://arxiv.org/abs/2205.13603) are used to build automated solutions to generate optimized programs. These transformations are tuned on a specific device through native GPU runtimes and then used to generate optimized GPU shaders. We provide a database that records these transformations so new builds can be done without tuning.
- We build static memory planning optimizations to reuse memory across multiple layers.
- We use [Emscripten](https://emscripten.org/) and typescript to build a TVM web runtime that can deploy generated modules.
- We also leverage the [wasm port](https://blog.mithrilsecurity.io/porting-tokenizers-to-wasm/) of the [rust tokenizers library](https://github.com/huggingface/tokenizers) from hugging face.
- We also leverage the [wasm port](https://blog.mithrilsecurity.io/porting-tokenizers-to-wasm/) of the [rust tokenizers library](https://github.com/huggingface/tokenizers) from Hugging Face.

![workflow](site/img/fig/workflow.svg)

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