Promote shared MOSS runtime pieces (0xShug0#332)

* Promote MOSS codec runtime to framework

* Use shared HF sampler for MOSS models

* Move MOSS token row builder into codec runtime

Release 0.7

ci: add tag-driven prebuilt release pipeline (0xShug0#286)

* ci: add GitHub Actions release workflow [no release]

* ci: fix release jobs (explicit win targets, install libomp on mac) [no release]

* ci: only publish release when all backend jobs succeed [no release]

* ci: provision mac OpenMP off, Windows Vulkan SDK + CUDA toolkit [no release]

* ci: adopt llama.cpp release patterns (7z packing, CUDA 12/13 matrix, Vulkan SDK fix, OpenMP-off CUDA build) [no release]

* ci: use valid Vulkan SDK 1.4.357.0 and full CUDA versions in matrix [no release]

* ci: bump cuda-toolkit to v0.2.36, CUDA 12.4/13.2 [no release]

* ci: source vcvarsall before CUDA cmake so nvcc finds cl.exe [no release]

* ci: fix robocopy exit-code mapping in CUDA bundle step [no release]

* ci: fix CUDA artifact zip path (build/bin is 1 level shallower than CPU/Vulkan preset bins) [no release]

* ci: bundle CUDA runtime from bin/lib/bin-x64 and stop double-shipping runtime DLLs in CUDA release

* ci(win-cuda): build with GGML_BACKEND_DL like llama.cpp so CUDA ships as ggml-cuda.dll instead of 3 monoliths

* ci: port llama.cpp release pipeline for CPU/Vulkan/CUDA/Metal (get-tag-name, GGML_BACKEND_DL CUDA, robust cudart bundling)

* ci(win-cuda): pin CMAKE_CUDA_ARCHITECTURES per toolkit; use CUDA 13.3 in the matrix

* ci(win-cuda): use ggml-style virtual/real CUDA archs (faster) and bundle cufft64 runtime

* ci: one-command releases (publish toggle, scripts/release.sh, docs/RELEASING.md)

* ci: one-click GUI releases (publish defaults on) + GUI-first releasing docs

* ci: remove CLI release helper; GUI-only releasing docs

* ci: semver tag-driven releases (remove b<N>/auto-push); manual version input + publish gate

* ci: preserve pre-release flag and notes when attaching binaries to a release

* ci: upload only real package files (.zip/.tar.gz) to the release

* ci: fix boolean publish gate (inputs.publish) so manual dispatch releases publish

* ci: enable native model manager in prebuilt releases

Add -DAUDIOCPP_BUILD_NATIVE_MODEL_MANAGER=ON to the CMAKE_ARGS so the
prebuilt binaries ship with the self-contained native UI (model downloads,
dynamic model management, etc.) instead of relying on external Python.

Addresses: 0xShug0#286 (comment)

* fix: pass native model manager flags to Windows builds too

The env.CMAKE_ARGS is consumed only by the Linux and macOS jobs which
call cmake directly. Windows CPU and Vulkan jobs use build_windows.ps1
which has its own CLI parameters (-DeploymentBuild, -NativeModelManager)
and ignores CMAKE_ARGS. Windows CUDA jobs also hardcode cmake flags.

This fix:
- Adds -DeploymentBuild -NativeModelManager to all build_windows.ps1 calls
- Adds -DAUDIOCPP_BUILD_NATIVE_MODEL_MANAGER=ON to the CUDA cmake command

* fix: add native model manager support to all build scripts

Port the upstream fix (0xShug0/audio.cpp@e9e8f14) to the fork:
- Add --native-model-manager, --system-openssl, --boringssl-archive CLI flags
- Add -DAUDIOCPP_BUILD_NATIVE_MODEL_MANAGER to cmake invocations
- Print native model manager status in build output

This completes the owner's request: the release CI now builds the
self-contained native UI on all platforms.

* fix: bundle tools/ and model_specs/ into prebuilt archives

The server's model installer invokes tools/model_manager_v2.py for
package downloads. Without it in the prebuilt zip, model download from
the WebUI fails with 'model preparation helper was not found'.

Include tools/ and model_specs/ at the archive root so the server
can resolve its repository_root (traverses upward from the exe).

* ci: upload raw bundle artifacts, split bin/cudart, archive only at release

- Build jobs now upload the unpacked bundle (binaries + tools/ +
  model_specs/) instead of a zip-wrapped-in-an-artifact, so downloading
  an Actions artifact yields a ready-to-run folder.
- CUDA jobs upload bin and cudart as two separate artifacts (the old
  wildcard path merged both into one ~1 GB blob).
- The release job downloads per-artifact folders, creates the final
  zip/tar.gz archives there, and uploads those to the Release -- asset
  layout stays identical to v0.6.0.

* ci: bundle MSVC runtime DLLs into Windows prebuilt packages

Windows CPU/Vulkan/CUDA prebuilts link the dynamic MSVC runtime (default
/MD) plus vcomp140.dll (OpenMP, from -DENGINE_ENABLE_OPENMP=ON). These
are not guaranteed on clean/enterprise/Server/container Windows, so the
packages bundle them app-locally (vcruntime140*.dll, msvcp140*.dll, and
vcomp140.dll for CPU/Vulkan) from the toolchain's Redist\MSVC layout.

Total added size is ~1 MB compressed - negligible vs the CPU/Vulkan/CUDA
package sizes, and keeps installs self-contained (no VC++ Redistributable
dependency). CUDA skips vcomp140 because the CUDA build disables OpenMP.

Reduce Supertonic vector graph arena

Update release 0.6.1 model and WebUI docs

Expose NeuTTS and SenseVoice controls in native UI (0xShug0#228)

Add Irodori-TTS v4 release support (0xShug0#184)

* Extend Irodori-TTS v4 support

* Align Irodori v4 tokenizer with reference

* Migrate Irodori-TTS to spec v1

* Support Irodori TTS v4 release paths

Release 0.5

Fix Qwen3 TTS decoder chunk graph reuse

Release 0.4