lemonade-sdk/lemonade candidate-v2026.46.1

v2026.46.1 (release candidate)

on GitHub

Headline

⚠️ These notes are AI generated and will be revised by a human ⚠️

• Benchmark results can be submitted directly from lemonade bench and shared via claim link at https://bench.lemonade-server.ai.
• Zero-shot classification is available via POST /v1/classify with a labels parameter, and as a zero_shot condition type in router policies.
• TheNoise image generation gains a CUDA backend for Linux x86_64 alongside existing ROCm support.
• New container backends for AMD Strix Halo (gfx1151) — including ds4:rocm, rocmfpx:rocm, gufo:rocm, and llamacpp:halobox — bring GPU-accelerated inference to the platform.
• POST /v1/systemone forwards typed questions to a decision model, with support for router-classified choices and SystemOne zero-shot classification.

Breaking Changes

⚠️ These notes are AI generated and will be revised by a human ⚠️

• The /models API response no longer includes image_defaults or audio_defaults; their values are now under recipe_options, so external clients reading the old fields will find them absent.
• The /models response includes a user_configurable boolean flag on backend descriptor options; consumers that assumed all listed options are editable may show technical knobs like soft_pixel_cap, pcm_sample_rate, and pcm_channels to users.
• FLM v1.0.11 (bumped from v1.0.7) returns max_tokens exactly as requested rather than max_tokens+1, so chat completions that relied on the extra token will now stop one token early.
• FLM v1.0.11 streams token usage counts only when stream_options.include_usage is set; without it the server's /api/v1/stats endpoint records no token counts or throughput for FLM streams.
• FLM v1.0.11 returns 400 for previously-accepted invalid fields including invalid tool_choice, forced tool calls on small Qwen3 models (up to 1.7B), conversation history on *-flash models, and requests with no messages or prompt.

Lemonade Server

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.

What's Changed

Thanks @Zorro-Zhang, @bitgamma, @fl0rianr, @iswaryaalex, @jeremyfowers, @kenvandine, @meghsat, @mike2307, @pwilkin for your awesome contributions to this release!

New Contributors

• @Zorro-Zhang made their first contribution in #4002

Full Changelog: v2026.45.3...candidate-v2026.46.1

The Windows installers in this release candidate are not signed; Windows SmartScreen will warn before installing. Stable releases are signed.