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Lemonade Server 2026.45.3

Refreshingly fast LLMs on GPUs and NPUs.

filecart Windows Updated Nov 05, 2026
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About Lemonade Server

Lemonade Server is a server interface that uses the standard Open AI API, allowing applications to integrate with local LLMs. This means that you can easily replace cloud-based LLMs with private and free LLMs that run locally on your own PC's NPU and GPU.

License: Apache-2.0
Release info Update on Nov 04, 2026
Release notes Headline
- The Lemonade desktop app and web ui are completely redesigned with built-in tools, an all-new model manager, a visual router policy editor, Chinese localization, mobile web ui, an LLM telemetry viewer, and much more.
- Watch a deep dive of the new GUI here: https://youtu.be/mg2PqmRujMo
- The HTTP server is rebuilt on a route-class architecture with consistent errors and generated API docs.
- New models: K2-Horizon family (0.9B to MoVA-36B-A4B) and Flint.
Breaking Changes
- GET requests to POST-only paths (slots/{id}, jobs/{id}/pause, jobs/{id}/interrupt, jobs/{id}/resume, models/register) return 405 instead of 404.
- A request without a model field returns the same error, "Missing model field in request", on every model route (chat/completions, completions, embeddings, responses, rerank).
- Form-encoded requests with invalid field types (for example, a non-numeric temperature on transcription) return 400 instead of 500.
What's Changed
Thanks @bitgamma, @fl0rianr, @github-actions, @iswaryaalex, @jeremyfowers, @lucbruni-amd, @meghsat, @mike2307, @ramkrishna2910, @ramkrishs, @sawansri for your awesome contributions to this release!
Click to expand changelog
- Test that model-optional classify keeps a routing helper's residency by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/3850
- docs: add the server architecture spec by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/3762
- GUI3 into Main by @meghsat in https://github.com/lemonade-sdk/lemonade/pull/3834
- Fully refactor the HTTP server: route classes, core components, generated API docs by @jeremyfowers in https://github.com/lemonade-sdk/lemonade/pull/3771
- docs: add ModelManager spec by @bitgamma in https://github.com/lemonade-sdk/lemonade/pull/3768
- fix: name the gpt-oss-20b checkpoint file by @lucbruni-amd in https://github.com/lemonade-sdk/lemonade/pull/3939
- fix(server): invalidate backend status cache after implicit installs by @fl0rianr in…
Related tags ai artificial-intelligence artificialintelligence chatbot large-language-model
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