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No artificial output-token cap. When a client omits max_output_tokens / max_tokens / max_completion_tokens (Codex and OpenCode always omit them), generation defaults to the session context window instead of the old 2,048/4,096 defaults - the model replies until it is done, bounded only by the available context.
Two launchers replace the per-quantization launch_*.sh scripts and tools/nvmai-cli.sh: tools/server_launcher.sh (server only, prints the OpenAI API setup when ready) and tools/cli_launcher.sh (any of Codex / Qwen Code / OpenCode). Both ask the same five questions and accept the same positional arguments.
Reasoning mode (NVMAI_THINKING_MODE=1): replies are preceded by an explicit <think> reasoning pass; off by default. Both launchers add a think/nothink choice.
72-combo coding-CLI benchmark harness (benchmark/combos.sh): 3 CLIs x 2 models x 3 quantizations x 2 modes x 2 reasoning, fastest-first and resumable.