# Ollama v0.32.10-rc1 — v0.32.10

- Product: Ollama (https://whatsnew.fyi/product/ollama)
- Vendor: Ollama
- Date: 2026-08-12
- Version: v0.32.10-rc1
- Original notes: https://github.com/ollama/ollama/releases/tag/v0.32.10-rc1
- Permalink: https://whatsnew.fyi/product/ollama/releases/v0.32.10-rc1
- Labels: Pre-release

What's New is an index, not a publisher: every entry below links to the vendor's own release notes, which are the authoritative source. Entries are labelled where they are hand-curated sample data, pre-releases, or drawn from a secondary source such as a developer blog.

Reuse: the summaries, labels and curation here are © What's New. Quote freely with attribution and a link back; wholesale republication of the corpus is not permitted — terms: https://whatsnew.fyi/terms. The vendors' own release notes remain their publishers'.

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- **changed** — Models that don't set a repeat_penalty now default to 1.0 (off) instead of 1.1, matching other engines and speeding up speculative decoding
- **changed** — Faster prefill on NVFP4 MLX models with a global scale, about 7–8% on Qwen3.6 and Muse Glimmer
- **fixed** — Fixed blob verification being skipped when an OCI manifest's config and layer share a digest

##### What's Changed
- Models that don't set a `repeat_penalty` now default to 1.0 (off) instead of 1.1, matching other engines and speeding up speculative decoding; set a per-model parameter if an older model repeats itself.
- Faster prefill on NVFP4 MLX models with a global scale, about 7–8% on Qwen3.6 and Muse Glimmer.
- Fixed blob verification being skipped when an OCI manifest's config and layer share a digest.

##### New Contributors
* @vigneshakaviki made their first contribution in https://github.com/ollama/ollama/pull/15504

**Full Changelog**: https://github.com/ollama/ollama/compare/v0.32.8...v0.32.10-rc1