Flash Attention enabled on CUDA CC 6.x; legacy ROCm devices dropped
v0.31.2-rc1
1 feature4 enhancements3 fixesThis release1 featureNew capabilities4 enhancementsImprovements to existing features3 fixesBug fixesAI-tallied from the release notes
What's Changed
- ci: avoid unbounded parallelism by @dhiltgen in https://github.com/ollama/ollama/pull/16966
- fix cuda toolkit lookup and parallel by @MarkWard0110 in https://github.com/ollama/ollama/pull/16613
- docs(cloud): update retirement list by @mxyng in https://github.com/ollama/ollama/pull/17000
- discover: fall back to standard CUDA when the JetPack runner is absent by @kevinpark1217 in https://github.com/ollama/ollama/pull/16949
- agent: harness core by @ParthSareen in https://github.com/ollama/ollama/pull/16963
- llama: clean up dead code from llama-server work by @dhiltgen in https://github.com/ollama/ollama/pull/17007
- rocm: remove no longer supported devices by @dhiltgen in https://github.com/ollama/ollama/pull/17010
- compat: use UTF-8-safe file open by @dhiltgen in https://github.com/ollama/ollama/pull/16999
- llama: enable FA on CUDA CC 6.x GPUs by @dhiltgen in https://github.com/ollama/ollama/pull/16994
- mlx: x/create rewrite by @pdevine in https://github.com/ollama/ollama/pull/16919
- llama.cpp update by @dhiltgen in https://github.com/ollama/ollama/pull/17055
- server: remove OLLAMA_EXPERIMENT=client2 by @mxyng in https://github.com/ollama/ollama/pull/16962
- mlx: update to de7b4ed9 by @dhiltgen in https://github.com/ollama/ollama/pull/17056
New Contributors
- @kevinpark1217 made their first contribution in https://github.com/ollama/ollama/pull/16949
Full Changelog: https://github.com/ollama/ollama/compare/v0.31.1...v0.31.2-rc0
Fetched July 7, 2026
