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Add ANEForge (Apple Neural Engine inference framework) - #193

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sbryngelson:add-aneforge
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Add ANEForge (Apple Neural Engine inference framework)#193
sbryngelson wants to merge 1 commit into
xlite-dev:mainfrom
sbryngelson:add-aneforge

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Adds ANEForge to LLM Train/Inference Framework/Design.

ANEForge is a Python inference framework that compiles a tensor graph to a single fused program and runs it directly on the Apple Neural Engine (no CoreML), including prefill + resident-KV-cache LLM decode for Llama/Qwen models with int8/int4 weight streaming. Paper: arXiv:2606.17090; MIT-licensed, on PyPI. It covers the on-device Apple-Silicon inference path not currently represented in this section.

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