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Note b2 (beta3-loadable) bundles under gpu-pipelined-b2/

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@@ -15,6 +15,14 @@ pipeline_tag: text-generation
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  # Gemma 4 E2B (text) — Apple Core AI (`.aimodel`)
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  **Gemma 4 E2B's text decoder converted to Apple's Core AI** (the Core ML successor announced at
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  WWDC26), ready to run on iOS 27 / macOS 27 — **greedy 8/8 exact vs the Hugging Face reference on
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  the iPhone GPU, the iPhone Neural Engine, and the Mac GPU.** The GPU bundles embed custom fused
 
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  # Gemma 4 E2B (text) — Apple Core AI (`.aimodel`)
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+ > [!NOTE]
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+ > **Update 2026-07-15:** `gpu-pipelined-b2/` adds `gemma4_e2b_qat_decode_int4lin_tbl` and `gemma4_e2b_qat_decode_int4lin_tbl_aotc_h18p` re-exported with
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+ > `coreai-core 1.0.0b2`, loadable on the OS 27 **beta 3** toolchain (June-era b1
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+ > bundles fail to load there with a versioned-IR error). The original b1 tree is
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+ > retained unchanged so existing apps and pinned catalogs keep working. The b2
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+ > decode bundle is the exact artifact measured on [DeviceMark](https://devicemark.github.io/).
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+
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+
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  **Gemma 4 E2B's text decoder converted to Apple's Core AI** (the Core ML successor announced at
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  WWDC26), ready to run on iOS 27 / macOS 27 — **greedy 8/8 exact vs the Hugging Face reference on
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  the iPhone GPU, the iPhone Neural Engine, and the Mac GPU.** The GPU bundles embed custom fused