Ollama

notes:
Release list
0.23.1
RECENT
0.23.0
RECENT
0.22.1
0.22.0
0.21.3
0.21.2
0.21.1
0.21.0
0.20.7
0.20.6
0.20.5
0.20.4
0.20.3
0.20.2
0.20.0
0.19.0
0.18.4
0.18.3
0.18.2
0.18.1
Release notes:

What's Changed

Kimi CLI

You can now install and run the Kimi CLI through Ollama.

ollama launch kimi --model kimi-k2.6:cloud

Kimi CLI with Kimi K2.6 excels at long horizon agentic execution tasks through a multi-agent system.

  • MLX runner adds logprobs support for compatible models
  • Faster MLX sampling with fused top-P and top-K in a single sort pass, plus repeat penalties applied in the sampler
  • Improved MLX prompt tokenization by moving tokenization into request handler goroutines
  • Better MLX thread safety for array management
  • GLM4 MoE Lite performance improvement with a fused sigmoid router head
  • Fixed model picker showing stale model after switching chats in the macOS app
  • Fixed structured outputs for Gemma 4 when think=false

Full Changelog: https://github.com/ollama/ollama/compare/v0.21.0...v0.21.1

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