Minimize public model card details
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README.md
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license: apache-2.0
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library_name: coreml
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pipeline_tag: text-generation
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inference: false
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tags:
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- coreml
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- apple-silicon
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- macos
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- neural-engine
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- speculative-decoding
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- dflash
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- doppel
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# Doppel
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This repository
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[`z-lab/Qwen3.5-9B-DFlash`](https://huggingface.co/z-lab/Qwen3.5-9B-DFlash).
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Doppel uses it as a Neural Engine draft companion while its target model
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performs verification.
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compatible Doppel releases on Apple-silicon Macs running macOS 15 or later.
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They are an optimization for Doppel's on-device inference path.
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exact target model, hidden-state contract, cache lineage, verification logic,
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and runtime orchestration. Loading the Core ML packages individually does not
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constitute a valid or supported inference path. For research or general DFlash
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use, start with the upstream model and project.
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repository's `manifest.json` is the authoritative compatibility and artifact
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inventory; it records the integrity hashes checked by Doppel. Core ML's local
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compilation cache is deliberately not distributed.
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The repository contains no user prompts, conversations, model caches,
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telemetry, or other customer data.
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## Limitations
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This companion is qualified only as part of Doppel's complete speculative
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decoder. It must not be evaluated as an independent generator, and compatibility
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must not be inferred from a shared tokenizer or architecture name.
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## License and attribution
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The DFlash checkpoint is provided under the
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[Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0).
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---
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license: apache-2.0
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inference: false
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tags:
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- doppel
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- runtime-artifact
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# Doppel runtime artifact
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This repository contains a versioned runtime artifact consumed by compatible
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Doppel releases.
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It is not a standalone model, SDK, or supported public API. Its format,
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compatibility contract, and behavior are private implementation details and
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may change without notice. No external loading, conversion, integration, or
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evaluation guidance is provided.
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The repository contains no customer data.
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<details>
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<summary>License and attribution</summary>
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This distribution includes modified material derived from
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[`z-lab/Qwen3.5-9B-DFlash`](https://huggingface.co/z-lab/Qwen3.5-9B-DFlash),
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provided under the
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[Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0).
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The source link is provided for attribution and does not define a supported
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Doppel compatibility contract. No warranty or support is provided for use
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outside Doppel.
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</details>
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