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b9910

ggml-org/llama.cppb9910Jul 8, 2026by github-actions[bot]

AI Summary

Resolves inconsistencies between how draft models are fitted and loaded in the server, improving the stability of speculative decoding implementations.

Key Highlights

  • Fix draft model fit vs load inconsistency
  • Refactor speculative initialization logic
  • Unify draft/mtp parameter initialization
  • Don't throttle progress callback when loading draft model

New Features

  • Speculative decoding stability improvements

Full Release Notes

<details open>

server : fix draft model fit vs load inconsistency (#25056)

* fix: draft model fit vs load inconsistency

* refactor(server): unify draft/mtp parameter initialization, model, and context load
- moves speculative init to speculative.cpp
- changes server_context_impl model_dft and ctx_dft to use raw pointers

- fix: don't throttle progress callback when loading draft model
- refactor: rename draft model/ctx load method

* fix: valign

</details>

**macOS/iOS:**
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- macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780)
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**Linux:**
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**Windows:**
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**openEuler:**
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