Ollama

What's Changed

• Fixed an MLX Metal bug that could reduce output quality for NVFP4 models, particularly Laguna.

Full Changelog: https://github.com/ollama/ollama/compare/v0.32.4...v0.32.5

What's Changed

• Support Laguna on Apple GPUs via the MLX engine
• Quantize draft-model output heads at the requested type when creating speculative-decoding drafts.
• Fixed Qwen3 MoE decoding for differently-quantized experts, plus faster packed gate/up projection (~4–9% on M5 Max).

Full Changelog: https://github.com/ollama/ollama/compare/v0.32.3...v0.32.4

What's Changed

• Fixed model downloads that stall before sending data.
• Improved integrations: restored Claude Code Channels, fixed Anthropic thinking streams, and made Hermes Desktop respect --force-build.
• Expanded GPU support with CUDA on Windows ARM64, B200 support through CUDA 12, and lower memory use on Linux CUDA/ROCm iGPUs.
• Added chat, thinking, and tool calling support for Laguna 2.1 models, including a Metal inference fix.
• Fixed GLM tool calls being silently dropped at the end of generation.
• Updated the MLX and llama.cpp engines.

Full Changelog: https://github.com/ollama/ollama/compare/v0.32.1...v0.32.3

Withdrawn, please use 0.32.3 or newer

What's Changed

• Improved Gemma 4 tool calling and multi-turn reasoning, including more reliable tool-response continuations
• Fixed a recurrent MLX model cache leak that could increase memory use across requests, and improved cache snapshot performance
• MLX text model loading now respects OLLAMA_LOAD_TIMEOUT
• Agent web search and fetch now tell users to run ollama signin when authentication is required
• The interactive agent now receives the current working directory for better project context
• Fixed ollama launch so choosing Pick another model for a deprecated model passed with --model opens the model picker
• Updated VS Code setup documentation for the official Ollama extension

Full Changelog: https://github.com/ollama/ollama/compare/v0.32.0...v0.32.1-rc0

What's Changed

• New interactive agent experience: running ollama now launches an agent to help you code and delegate work

❯ ollama
Ollama 0.32.0

▸ Chat, Code, & Work (glm-5.2:cloud)
    Chat with models, code, search the web, and delegate real work

• Renamed the Codex App integration to ChatGPT: use ollama launch chatgpt (and --restore to return to your usual ChatGPT profile)
• Simplified integration selection: the ollama launch menu now only offers the most popular integrations (other integrations can be accessed through ollama launch
• Warns before launching older agent models: CodeLlama, Qwen2.5(-coder), Llama 3.x, Mistral, StarCoder, and the base DeepSeek-R1 tags now prompt a deprecation warning before ollama launch continues

Full Changelog: https://github.com/ollama/ollama/compare/v0.31.2...v0.32.0

What's Changed

• Enabled flash attention on older NVIDIA GPUs (compute capability 6.x)
• iGPU can now offload vision models with padding to fit available memory
• Fixed structured output for thinking models when thinking is disabled
• Hardened GGUF model creation
• ollama launch for Claude Code now disables telemetry by default
• Fixed loading models on paths with non-UTF-8 characters
• Updated the MLX and llama.cpp engines

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

Faster Gemma 4 on Apple Silicon

Gemma 4 is now significantly faster in Ollama on Apple Silicon, generating tokens nearly 90% faster on average across a coding-agent benchmark by leveraging multi-token prediction (MTP). Ollama auto-tunes how many tokens to draft as it runs, so the speedup is on by default, requires no configuration, and does not change the model's output.

What's Changed

• Tightened Gemma 4 MoE model loading in the MLX engine
• Updated the MLX engine to the latest version, including a new small-batch matmul kernel
• Updated the underlying llama.cpp engine to build 9840
• Improved Gemma 4 multi-token prediction (MTP) performance

Full Changelog: https://github.com/ollama/ollama/compare/v0.30.12...v0.31.1

What's Changed

• tools: ignore braces inside JSON strings when detecting tool call end by @aditya-786 in https://github.com/ollama/ollama/pull/16937
• mlx: bump dependency by @dhiltgen in https://github.com/ollama/ollama/pull/16935
• llama.cpp update by @dhiltgen in https://github.com/ollama/ollama/pull/16960

New Contributors

• @aditya-786 made their first contribution in https://github.com/ollama/ollama/pull/16937

Full Changelog: https://github.com/ollama/ollama/compare/v0.30.11...v0.30.12-rc0

What's Changed

• launch: add thinking capability detection to opencode by @hoyyeva in https://github.com/ollama/ollama/pull/15434
• launch: auto-install Claude Code by @hoyyeva in https://github.com/ollama/ollama/pull/16802
• launch: auto-install opencode when missing by @hoyyeva in https://github.com/ollama/ollama/pull/16806
• discover: fix inverted iGPU/dGPU Vulkan classification on Windows hybrid graphics by @Sahil170595 in https://github.com/ollama/ollama/pull/16669
• mlxrunner: unify and tune speculative decoding by @jessegross in https://github.com/ollama/ollama/pull/16791
• launch/codex: detect model drift when Codex App UI switches by @BruceMacD in https://github.com/ollama/ollama/pull/16864
• llama: add sm_86 architecture to cuda_v13_windows preset by @anishesg in https://github.com/ollama/ollama/pull/16834
• llm: size mmproj offload by projector memory by @dhiltgen in https://github.com/ollama/ollama/pull/16866
• docs: document max think level by @ParthSareen in https://github.com/ollama/ollama/pull/16877
• llm: preserve generation headroom for shifted prompts by @ParthSareen in https://github.com/ollama/ollama/pull/16856
• llama: default qwen2.5vl window attention metadata by @dhiltgen in https://github.com/ollama/ollama/pull/16868
• llm: use host Vulkan loader on Windows by @dhiltgen in https://github.com/ollama/ollama/pull/16869
• mlx: update and fix CUDA JIT packaging by @dhiltgen in https://github.com/ollama/ollama/pull/16871
• llm: fix ollama ps double-counting mmap'd weights on partial offload by @discobot in https://github.com/ollama/ollama/pull/16709
• docs: redesign docs landing and integrations overview by @hoyyeva in https://github.com/ollama/ollama/pull/16807
• server: align generate with native chat templates by @dhiltgen in https://github.com/ollama/ollama/pull/16878
• jetson: add CC 87 for CUDA v13 by @dhiltgen in https://github.com/ollama/ollama/pull/16628
• llama.cpp version update by @dhiltgen in https://github.com/ollama/ollama/pull/16548

New Contributors

• @Sahil170595 made their first contribution in https://github.com/ollama/ollama/pull/16669
• @anishesg made their first contribution in https://github.com/ollama/ollama/pull/16834
• @discobot made their first contribution in https://github.com/ollama/ollama/pull/16709

Full Changelog: https://github.com/ollama/ollama/compare/v0.30.10...v0.30.11-rc0

What's Changed

• Command A and North family models now run on Apple Silicon with the MLX engine
• Updated the underlying llama.cpp engine to build 9672
• Fixed build artifacts for MLX

Full Changelog: https://github.com/ollama/ollama/compare/v0.30.9...v0.30.10

What's Changed

• Support for Cohere2Moe architecture
• Fixed LFM2 parser/render for cases where thinking was not emitted
• Fixed issue where ollama launch claude and other coding agent or assistant use cases would only output one token
• Ollama will now return an error if a single message is larger than the current context window

Full Changelog: https://github.com/ollama/ollama/compare/v0.30.8...v0.30.9-rc1