How to Deploy Qwen3.6-35B-A3B Locally (No Cloud) One-Click Setup

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How to Deploy Qwen3.6-35B-A3B Locally (No Cloud) One-Click Setup

To install this model locally in the shortest time, opt for a direct curl execution.

Please adhere to the deployment steps listed below.

The setup auto-downloads all needed files (several GBs).

There is no manual tuning required; the builder deploys the best matching configuration.

💾 File hash: 8ce809c50d7991ee5a9d3c25484e7e18 (Update date: 2026-06-30)



  • CPU: 8-core / 16-thread recommended for orchestration
  • RAM: 32 GB or higher for smooth 32k context lengths
  • Disk Space: free: 80 GB on system drive for scratch space
  • Graphics: stable 30+ tk/s at 4-bit quantization on medium setup

The Qwen3.6-35B-A3B is a large language model featuring 35 billion parameters and an advanced A3B architecture designed for superior reasoning and instruction following. It supports an extended context window of 128K tokens, enabling the model to understand and generate long‑form content with high coherence. Trained on a diverse corpus of web‑scale text and curated academic resources, the model demonstrates state‑of‑the‑art performance across a wide range of benchmarks, from language understanding to code generation. The model also incorporates multimodal capabilities, allowing it to process and generate text alongside images, which expands its utility in creative and analytical tasks. In practical applications, Qwen3.6-35B-A3B excels in complex problem solving, delivering accurate answers while maintaining low latency and efficient memory usage, as shown in the following technical overview.

Parameters 35 B
Context Length 128K tokens
Training Data Web‑scale + academic corpora
Peak FLOPs ≈2.1×10^20
Model Type Autoregressive transformer with A3B blocks
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  • Setup utility configuring modern flash-decoding switches in local runends
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  • Script fetching optimized Qwen model variants for terminal-based chat
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