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Model Brief

Qwen3.5 35B A3B

Best Qwen-family first pick for high-end local rigs. Use this as a shortlist aid, then validate quality with your own tests.

Strengths

  • Stronger agent and tool-use quality than older Qwen defaults
  • High-end recommendation that still fits premium consumer GPUs in quantized form
  • Good balance of ambitious capability and practical local deployment

Tradeoffs

  • Still needs a high-end GPU and careful runtime tuning
  • Smaller models remain faster for rapid-fire interactive use

Best for

  • RTX 5090 and 4090 class systems
  • High-end local agent workflows
  • Quality-first private deployments

Avoid if

  • You need budget-friendly or laptop-class recommendations

Quantization guidance

Treat 10 tok/s as the minimum comfort bar and reduce context before downgrading the model.

Check hardware fitRun eval templatesExplore upgrade paths
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Source model page: https://huggingface.co/Qwen/Qwen3.5-35B-A3B