What's Changed (this repo branch)

What's Changed (from Ollama)

Qwen3-Coder-Next: a coding-focused language model from Alibaba's Qwen team, optimized for agentic coding workflows and local development.
GLM-OCR: GLM-OCR is a multimodal OCR model for complex document understanding, built on the GLM-V encoder–decoder architecture.

New ollama launch clawdbot command for launching Clawdbot using Ollama models
Renamed ollama launch clawdbot to ollama launch openclaw to reflect the project's new name
Improved tool calling for Ministral models
docs: add clawdbot by @ParthSareen in ollama#13925
cmd/config: Use envconfig.Host() for base API in launch config packages by @gabe-l-hart in ollama#13937
ollama launch will now use the value of OLLAMA_HOST when running it
ollama launch openclaw will now enter the standard OpenClaw onboarding flow if this has not yet been completed.
Sub-agent support for ollama launch for planning, deep research, and similar tasks
ollama signin will now open a browser window to make signing in easier
Ollama will now default to the following context lengths based on VRAM:
- < 24 GiB VRAM: 4,096 context
- 24-48 GiB VRAM: 32,768 context
- >= 48 GiB VRAM: 262,144 context
GLM-4.7-Flash support on Ollama's experimental MLX engine
ollama signin will now open the browser to the connect page
Fixed off by one error when using num_predict in the API
Fixed issue where tokens from a previous sequence would be returned when hitting num_predict
Fixed context limits when running ollama launch droid
ollama launch will now download missing models instead of erroring
Fixed bug where ollama launch claude would cause context compaction when providing images

Full Changelog: v0.15.0...v0.15.6