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LLM-Server/docs/coding-cli-setup/index.md
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haylanandClaude Bot 17747694bd feat(llm): switch to DFlash2 speculative decoding, drop qwen-classifier
Replace MTP with draft-dflash and a separate DFlash2 drafter GGUF.
Remove the qwen-classifier backend to free VRAM (GPU was at 100%).

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-05 21:28:55 +02:00

2.3 KiB

Pointing a coding CLI at this stack

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Source of truth: each CLI's own config docs (linked per page), plus docker-compose.yml → omniroute for the gateway port. This page explains how to wire them up; ports and model settings live in those sources. If they disagree, the sources win.

Terms as defined in CONTEXT.md. Every coding CLI is a workload: it reaches the models through the gateway, never a backend directly (network access). The gateway speaks two wire formats for the same models:

  • OpenAI-compatible: http://<server>:<OMNIROUTE_API_PORT>/v1
  • Anthropic Messages: http://<server>:<OMNIROUTE_API_PORT> (OmniRoute's /v1/messages)

<server> is the server's LAN address or proxy-ai.home, or localhost on the server itself. The main model's name is whatever it was registered as in the gateway. These docs use qwen3.8-27b-local (gateway → Provider connections).

Each CLI needs its own API key, labelled e.g. claude-code-cli, kimi-cli, opencode-cli (gateway → API keys).

Context window: wherever a CLI asks for the main model's context size, use the per-slot context, LLAMA_CTX_SIZE / LLAMA_PARALLEL from the server's .env, not the raw context size (architecture → llama-server).

Tool-calling risk. The main model's tool calling has open llama.cpp upstream parser bugs (research/qwen3.8-27b-tool-calling.md). Every CLI below inherits that risk, whatever its wire format. Test it on your own workflow before relying on it for unattended multi-step agent work.

Per-CLI setup

CLI Wire format Config
Claude Code Anthropic Messages ANTHROPIC_BASE_URL env var
Kimi CLI OpenAI Chat Completions config.toml provider block
OpenCode OpenAI Chat Completions opencode.json provider block
Qwen Code OpenAI Chat Completions (main model) ~/.qwen/settings.json modelProviders.openai

If requests fail with a semaphore timeout under concurrent load, see gateway → Timeouts.