Impact Score: 5/10
Ollama v0.12.4 โ Release Notes & Engineering Impact
Source available โ automated, not human-reviewed
Component: ollama ยท Channel: stable. Automated analysis, not a compatibility certification. How this works.
Analysis updated: 2026-11-01.
โก Executive Summary (TL;DR)
Ollama v0.12.4. Source highlight: Flash attention is now enabled by default for Qwen 3 and Qwen 3 Coder
Who Does This Impact? (Role-Based Analysis)
๐ป Software Engineers & Devs
Check the source notes against the package and APIs you use before upgrading.
๐ Product & Engineering Leads
Use the documented changes to assess relevance to your product; release frequency alone is not a quality measure.
โ๏ธ DevOps & Security
Verify the target version, runtime requirements and rollback procedure in the official documentation.
๐ง Bug Fixes & Patches (5)
- Fixed minor memory estimation issues when scheduling models on NVIDIA GPUs
- Fixed an issue where `keep_alive` in the API would accept different values for the `/api/chat` and `/api/generate` endpoints
- Fixed tool calling rendering with `qwen3-coder`
- Fixed crash where templates were not correctly defined
- Fix memory calculations on NVIDIA iGPUs
๐ View Raw Release Notes (Original Developer Log)
## What's Changed
* Flash attention is now enabled by default for Qwen 3 and Qwen 3 Coder
* Fixed minor memory estimation issues when scheduling models on NVIDIA GPUs
* Fixed an issue where `keep_alive` in the API would accept different values for the `/api/chat` and `/api/generate` endpoints
* Fixed tool calling rendering with `qwen3-coder`
* More reliable and accurate VRAM detection
* `OLLAMA_FLASH_ATTENTION` can now be overridden to `0` for models that have flash attention enabled by default
* macOS 12 Monterey and macOS 13 Ventura are no longer supported
* Fixed crash where templates were not correctly defined
* Fix memory calculations on NVIDIA iGPUs
* AMD gfx900 and gfx906 (MI50, MI60, etc) GPUs are no longer supported via ROCm. We're working to support these GPUs via Vulkan in a future release.
## New Contributors
* @Fachep made their first contribution in https://github.com/ollama/ollama/pull/12412
**Full Changelog**: https://github.com/ollama/ollama/compare/v0.12.3...v0.12.4-rc3