Add agent CLI, Qwen3.5 vLLM support, and Docker improvements#7
Merged
zhijian-liu merged 1 commit intomainfrom Mar 8, 2026
Merged
Add agent CLI, Qwen3.5 vLLM support, and Docker improvements#7zhijian-liu merged 1 commit intomainfrom
zhijian-liu merged 1 commit intomainfrom
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2 tasks
- Add paroquant.cli.agent: interactive agent with MCP tool calling - Unify paroquant.cli.serve: auto-detect vLLM/MLX backend - Fix vLLM plugin for Qwen3.5: pad Marlin partitions to tile boundary, fix modules_to_not_convert for hybrid Mamba architectures - Add warmup request in chat and agent for kernel compilation - Bump Docker vLLM to 0.17.0, add TRITON_PTXAS_BLACKWELL_PATH for Jetson Thor - Update README with Qwen3.5 examples, agent usage, and install notes - Add agent optional dependency group (qwen-agent, mcp, soundfile) Made-with: Cursor
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Summary
paroquant.cli.agentwith MCP tool calling (web fetch, filesystem, time), warmup request for kernel compilationmodules_to_not_convertdetection for hybrid Mamba architectures (leaf-module-only filtering + nesting-agnostic suffix matching)paroquant.cli.serveauto-detecting vLLM/MLX backendTRITON_PTXAS_BLACKWELL_PATHfor Jetson Thoragentoptional dependency groupSupersedes #6.
Test plan
paroquant.cli.servewithz-lab/Qwen3.5-4B-PAROon vLLM 0.17 (RTX PRO 6000 Blackwell)paroquant.cli.servewithz-lab/Qwen3-8B-PAROon vLLM 0.17modules_to_not_convertdetects leaf modules only, no false matches on container modulesMade with Cursor