Note
Comprehensive overview of quantization schemes for llama.cpp / GGUF models, used in tools such as Draw Things, Ollama, LM Studio, and
cat > ~/Library/LaunchAgents/com.user.openwebui.plist <<'PLIST'
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0"><dict>
<key>Label</key><string>com.user.openwebui</string>
<key>ProgramArguments</key><array>
<string>/Users/me/.local/share/uv/tools/open-webui/bin/open-webui</string>Zero-copy
Below are pragmatic, tooling-friendly approaches to ensure every changelog line carries a JIRA reference that links back to your tracker. All examples assume JIRA keys like OBS-123 (adjust the regex if your project key differs).
| import marimo | |
| app = marimo.App(width="full") | |
| @app.cell | |
| def _im(): | |
| import logging | |
| import marimo as mo |
| # /// script | |
| # requires-python = ">=3.12" | |
| # dependencies = [ | |
| # "flair", | |
| # "IPython", | |
| # ] | |
| # /// | |
| from flair.splitter import SegtokSentenceSplitter |