Impact Score: 5/10
LocalAI v4.1.2 — Release Notes & Engineering Impact
Source available — automated, not human-reviewed
Component: localai · Channel: stable. Automated analysis, not a compatibility certification. How this works.
Analysis updated: 2026-11-01.
⚡ Executive Summary (TL;DR)
LocalAI v4.1.2. Source highlight: fix(autoparser): correctly pass by logprobs
Who Does This Impact? (Role-Based Analysis)
💻 Software Engineers & Devs
Check the source notes against the package and APIs you use before upgrading.
📊 Product & Engineering Leads
Use the documented changes to assess relevance to your product; release frequency alone is not a quality measure.
⚙️ DevOps & Security
Verify the target version, runtime requirements and rollback procedure in the official documentation.
✨ New Features & Capabilities (2)
- feat(llama.cpp): wire speculative decoding settings
- Update index.yaml and add Qwen3.5 model files
🔧 Bug Fixes & Patches (2)
- fix(autoparser): correctly pass by logprobs
- fix(chat): do not retry if we had chatdeltas or tooldeltas from backend
📄 View Raw Release Notes (Original Developer Log)
<!-- Release notes generated using configuration in .github/release.yml at master -->
## What's Changed
### Bug fixes :bug:
* fix(autoparser): correctly pass by logprobs by @mudler in https://github.com/mudler/LocalAI/pull/9239
* fix(chat): do not retry if we had chatdeltas or tooldeltas from backend by @mudler in https://github.com/mudler/LocalAI/pull/9244
### Exciting New Features 🎉
* feat(llama.cpp): wire speculative decoding settings by @mudler in https://github.com/mudler/LocalAI/pull/9238
### Other Changes
* Update index.yaml and add Qwen3.5 model files by @ER-EPR in https://github.com/mudler/LocalAI/pull/9237
* chore: :arrow_up: Update ggml-org/llama.cpp to `761797ffdf2ce3f118e82c663b1ad7d935fbd656` by @localai-bot in https://github.com/mudler/LocalAI/pull/9243
* chore: :arrow_up: Update leejet/stable-diffusion.cpp to `7397ddaa86f4e8837d5261724678cde0f36d4d89` by @localai-bot in https://github.com/mudler/LocalAI/pull/9242
* docs: :arrow_up: update docs version mudler/LocalAI by @localai-bot in https://github.com/mudler/LocalAI/pull/9241
**Full Changelog**: https://github.com/mudler/LocalAI/compare/v4.1.1...v4.1.2