ดาวน์โหลด Lemonade Server 11.6.0

Headline
- The Muse-Glimmer-30B-GGUF model joins the built-in llama.cpp catalog with draft decoding, vision, and tool-calling support.
- The llama.cpp ROCm backend now runs on AMD Instinct MI100, MI200, MI210, and MI250 GPUs on Linux.
- A new experimental TheNoise ROCm image-generation backend brings Anima and Krea-2 to AMD Strix Halo and Strix Point iGPUs.
- The new lemonade alias commands let you assign your own names to models, with alias-aware /v1/models listing and admin endpoints.
- lemonade bench adds opt-in vision benchmark scenarios for multimodal models.
Breaking Changes
- /v1/audio/speech with stream_format=audio and a non-PCM response_format (such as mp3) against Kokoro now returns HTTP 400 (only pcm is supported) instead of silently returning PCM audio.
- /v1/models now lists each GGUF quant in a split extra_models_dir subfolder as its own entry rather than one entry per folder; the old folder name still resolves as a hidden request alias.
- The Windows MSI layout changed: Lemonade_Server_MSI now contains only lemonade-server-minimal.msi, and the desktop lemonade.msi now ships in a new Lemonade_Desktop_MSI artifact, so automation that reads lemonade.msi from the old artifact must be repointed.
Lemonade Server

| Operating System | Downloads |
| ------------------ | ----------------------------------------- |
| Windows | lemonade.msi |
| Ubuntu 24.04+ | Launchpad PPA |
| Debian 13 (x86_64) | lemonade-server_11.6.0-debian13_amd64.deb |
| Debian 13 (ARM64) | lemonade-server_11.6.0-debian13_arm64.deb |
| Fedora 43 (x86_64) | lemonade-server-11.6.0-fc43.x86_64.rpm |
| Fedora 43 (ARM64) | lemonade-server-11.6.0-fc43.aarch64.rpm |
| Fedora 44 (x86_64) | lemonade-server-11.6.0-fc44.x86_64.rpm |
| Fedora 44 (ARM64) | lemonade-server-11.6.0-fc44.aarch64.rpm |
| macOS | Lemonade-11.6.0-Darwin.pkg |

Other platforms? See our Installation Options for Docker, Snap, Arch, Debian, and more.
Embeddable Lemonade
Portable binaries for bundling into your own installer. Run lemond ./ as a subprocess.

| Platform | Download |
| ------------ | ---------------------------------------------- |
| Ubuntu x64 | lemonade-embeddable-11.6.0-ubuntu-x64.tar.gz |
| Ubuntu arm64 | lemonade-embeddable-11.6.0-ubuntu-arm64.tar.gz |
| Windows x64 | lemonade-embeddable-11.6.0-windows-x64.zip |
| macOS arm64 | lemonade-embeddable-11.6.0-macos-arm64.tar.gz |

What's Changed
Thanks @Bekhouche, @SlawomirNowaczyk, @Yigtwxx, @ZMXJJ, @abn, @anditherobot, @bitgamma, @blackdeathdrow, @ckuethe, @duggiefresh, @fl0rianr, @github-actions, @hogeheer499-commits, @jeremyfowers, @kenvandine, @popey, @ramkrishna2910, @sreeram-11, @storm1er, @superm1 for your awesome contributions to this release!
Click to expand changelog
- fix(ci): prevent MSI verify flake from stale ARP entries on shared runners by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/2895
- docs: add testing guide by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/2891
- fix(build): patch libwebsockets GENHDR OUTPUT to silence MSB8065 by @blackdeathdrow in https://github.com/lemonade-sdk/lemonade/pull/2893
- ci: stop re-running the full suite on push to main by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/2899
- fix(cli): respect explicit --port when --host includes a scheme by @kenvandine in https://github.com/lemonade-sdk/lemonade/pull/2914
- README.md - Fix download links by @duggiefresh in https://github.com/lemonade-sdk/lemonade/pull/2827
- ci: run packaging, PPA, distro, macOS and backend-validation jobs in the merge queue by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/2911
- New helper combining add_test() and register_cpp_ci_test() by @SlawomirNowaczyk in https://github.com/lemonade-sdk/lemonade/pull/2877
- [llamacpp] replace deprecated flags, better IO flag handling by @bitgamma in https://github.com/lemonade-sdk/lemonade/pull/2833
- Add /rerank as the reranking endpoint path (alias /reranking) by @sreeram-11 in https://github.com/lemonade-sdk/lemonade/pull/2924
- fix(server): keep interrupted variantless model downloads resumable by @fl0rianr in https://github.com/lemonade-sdk/lemonade/pull/2876
- test: cover embeddings missing model error by @fl0rianr in https://github.com/lemonade-sdk/lemonade/pull/2061
- fix(docs): Added group_add configuration for ROCm support in Docker. by @storm1er in https://github.com/lemonade-sdk/lemonade/pull/2857
- ci: run .exe/.deb inference suites in the merge queue by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/2950
- ci: isolate llama.cpp validation cleanup on self-hosted runners by @fl0rianr in https://github.com/lemonade-sdk/lemonade/pull/2915
- Reclaim routing helpers when a router collection's policy changes by @SlawomirNowaczyk in https://github.com/lemonade-sdk/lemonade/pull/2795
- [backends] Add support for image generation through TheNoise by @bitgamma in https://github.com/lemonade-sdk/lemonade/pull/2927
- fix(ci): refactor cleanup and improve logging llama.cpp validation by @fl0rianr in https://github.com/lemonade-sdk/lemonade/pull/2992
- fix(server): frame backend errors as SSE events on the streaming path by @Yigtwxx in https://github.com/lemonade-sdk/lemonade/pull/2975
- ci: cut the longest test jobs via parameter tuning by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/2953
- docs: add new engine logos to homepage engine ticker by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/2920
- Show all local model versions in one folder by @anditherobot in https://github.com/lemonade-sdk/lemonade/pull/2107
- test: run the committed model-type classifier test in CI by @Yigtwxx in https://github.com/lemonade-sdk/lemonade/pull/2976
- fix(server): return the router error status on rerank, slots and tokenize by @Yigtwxx in https://github.com/lemonade-sdk/lemonade/pull/2974
- ci(test): speed up server job suite by @fl0rianr in https://github.com/lemonade-sdk/lemonade/pull/3007
- Add complete vision benchmark support by @ckuethe in https://github.com/lemonade-sdk/lemonade/pull/2869
- ci: cut installer build time on the PR/merge-queue critical path by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/2989
- fix(server): report backend errors on the Anthropic messages bridge by @Yigtwxx in https://github.com/lemonade-sdk/lemonade/pull/3006
- docs: add Muse Glimmer 30B blog post by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/3033
- fix: add GITHUB_TOKEN / GH_TOKEN support to GitHub API requests by @blackdeathdrow in https://github.com/lemonade-sdk/lemonade/pull/2995
- ci: fail fast in merge queue matrices by @fl0rianr in https://github.com/lemonade-sdk/lemonade/pull/3014
- feat(rocm): enable AMD Instinct MI100 (gfx908) and MI200 (gfx90a) in llama.cpp ROCm by @kenvandine in https://github.com/lemonade-sdk/lemonade/pull/2092
- feat(router): report estimated cost on collection.router decisions by @Bekhouche in https://github.com/lemonade-sdk/lemonade/pull/2763
- Allow explicit system llama.cpp backend by @popey in https://github.com/lemonade-sdk/lemonade/pull/3016
- feat(server): add model alias system with /v1/models listing and /internal/aliases endpoints by @abn in https://github.com/lemonade-sdk/lemonade/pull/2818
- fix(server): sum sibling shards when computing on-disk GGUF size by @blackdeathdrow in https://github.com/lemonade-sdk/lemonade/pull/2973
- fix(tts): stop dropping response_format on the streaming path by @ZMXJJ in https://github.com/lemonade-sdk/lemonade/pull/3029
- fix: honor custom backend binary environment variables by @hogeheer499-commits in https://github.com/lemonade-sdk/lemonade/pull/3004
- Update llama.cpp to b10360 by @github-actions[bot] in https://github.com/lemonade-sdk/lemonade/pull/3053
- Add support for a default model source by @superm1 in https://github.com/lemonade-sdk/lemonade/pull/3036
- feat(llamacpp): auto-detect draft GGUF companions by @fl0rianr in https://github.com/lemonade-sdk/lemonade/pull/3051
- Bump project version from 11.5.2 to 11.6.0 by @ramkrishna2910 in https://github.com/lemonade-sdk/lemonade/pull/3085
- feat(models): add Muse Glimmer 30B to the model catalog by @ramkrishna2910 in https://github.com/lemonade-sdk/lemonade/pull/3090
- Update llama.cpp to b10375 by @github-actions[bot] in https://github.com/lemonade-sdk/lemonade/pull/3097
New Contributors
- @duggiefresh made their first contribution in https://github.com/lemonade-sdk/lemonade/pull/2827
- @sreeram-11 made their first contribution in https://github.com/lemonade-sdk/lemonade/pull/2924
- @Yigtwxx made their first contribution in https://github.com/lemonade-sdk/lemonade/pull/2975
- @Bekhouche made their first contribution in https://github.com/lemonade-sdk/lemonade/pull/2763
- @popey made their first contribution in https://github.com/lemonade-sdk/lemonade/pull/3016
- @hogeheer499-commits made their first contribution in https://github.com/lemonade-sdk/lemonade/pull/3004
Full Changelog: https://github.com/lemonade-sdk/lemonade/compare/v11.5.2...v11.6.0

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