# Recipe: Qwen3-Coder-Next-int4-Autoround
# Qwen3-Coder-Next model in Intel int4-Autoround format


recipe_version: "1"
name: Qwen3-Coder-Next-int4-Autoround
description: Qwen3-Coder-Next-int4-Autoround

# HuggingFace model to download (optional, for --download-model)
model: Intel/Qwen3-Coder-Next-int4-AutoRound

solo_only: true

# Container image to use
container: vllm-node

# Mod required to fix autoround weight loading issues
mods:
  - mods/fix-qwen3-next-autoround

# Default settings (can be overridden via CLI)
defaults:
  port: 8000
  host: 0.0.0.0
  tensor_parallel: 2
  gpu_memory_utilization: 0.7
  max_model_len: 262144

# Environment variables
env: 
  VLLM_MARLIN_USE_ATOMIC_ADD: 1

# The vLLM serve command template
command: |
  vllm serve Intel/Qwen3-Coder-Next-int4-AutoRound \
    --enable-auto-tool-choice \
    --tool-call-parser qwen3_coder \
    --gpu-memory-utilization {gpu_memory_utilization} \
    --host {host} \
    --port {port} \
    --load-format fastsafetensors \
    --enable-prefix-caching \
    --max-model-len {max_model_len} \
    -tp {tensor_parallel} \
    --distributed-executor-backend ray