Qwen 3.x User Manual

Qwen 3.x User Manual. How to use AI and how to create prompts for AI.

US News
Lefties Losing It
Angelic Scorn Opinions
Angelic Universe Music
Angelic Scorn site
Angelic Scorn Search
AS AI Studios
New Music
Future Watch
Faith Saterday

AI User Guide

Qwen 3.x User Manual
Focus: Qwen 3.x Series (especially Qwen3-235B-A22B, Qwen3.5 / Qwen3.6-Plus, and Qwen3.7-Max) – 2026 Edition
Released: April 2025 (Qwen3) with major updates through 2026
Architecture: Dense + Mixture-of-Experts (MoE) variants
Flagship Example: Qwen3-235B-A22B (235B total parameters, ~22B active)
Context Window: Up to 1 Million tokens (native 128K–256K, extendable)
License: Apache 2.0 (open weights for many variants)
Variants: Qwen3 (base), Qwen3.5 (multimodal focus), Qwen3.6-Plus, Qwen3.7-Max (agentic flagship), smaller models from 0.6B to 32B+This manual focuses on the high-performance tiers (Qwen3-235B, Qwen3.6-Plus, Qwen3.7-Max) ideal for demanding tasks.

Getting Started

• Platforms: chat.qwen.ai, Alibaba Cloud Model Studio, Hugging Face, ModelScope, DeepInfra, Groq, Ollama, vLLM, SGLang.
• Reasoning Modes (hybrid thinking):
  • Non-Thinking: Fast responses.
  • Thinking Mode: Step-by-step reasoning (toggle with /think or enable_thinking=True).
  • Hybrid: Automatic or manual switching.
• Recommended Settings:
  • Temperature: 0.6–0.7 (Thinking), 0.7–1.0 (Non-Thinking).
  • Top_p: 0.95.
  • Max tokens: Match your needs (excellent long output support).
  • For agentic work: Use Qwen-Agent framework.

Qwen 3.x Top 5 Strengths

1. Exceptional Multilingual & Non-English Performance (Strongest Strength)

• Dominates Chinese, multilingual (119+ languages), and cross-lingual tasks.
• Outstanding for global applications, translation, and region-specific content.

2. Strong Multimodal Capabilities (Native Vision + Audio + Video)

• Excellent image, video, and audio understanding/generation.
• Native multimodal agents in Qwen3.5/3.6+ series.

3. Excellent Price-Performance & Efficiency

• Highly efficient MoE architecture (fewer active parameters).
• Competitive or better performance at lower cost than many closed models.

4. Powerful Coding & Agentic Abilities

• Strong on coding benchmarks, agentic workflows, tool use, and long-horizon tasks (especially Qwen3.7-Max).

5. Massive Context Window + Long-Horizon Reasoning

• Up to 1M tokens with strong coherence.
• Hybrid thinking mode excels at complex, multi-step problems.

How to use Qwen 3.x

Prompt Examples:

1. Exceptional Multilingual Performance

1. Multilingual Marketing Campaign: Create a full marketing campaign for [product] in English, Simplified Chinese, Spanish, Arabic, and French. Adapt tone, cultural references, idioms, and visuals suggestions for each market while maintaining consistent brand voice.
2. Legal Document Localization: Translate and culturally localize this contract from English to Japanese, German, and Brazilian Portuguese. Highlight any legal or cultural risks and provide adaptation notes.
3. Cross-Lingual Research Synthesis: Synthesize findings from these papers written in Chinese, Russian, Spanish, and English. Identify agreements, contradictions, and unique insights per language/culture.
4. Multilingual Customer Support: Respond to this customer complaint in their native language [language]. Then provide professional English, Chinese, and Spanish versions for internal records.
5. Low-Resource Language Task: Write a professional business email in [low-resource language, e.g. Swahili / Kazakh]. Make it polite, clear, and culturally appropriate.

2. Strong Native Multimodal Capabilities

1. Image/Video Analysis: [Upload image or video] Analyze this visual content in detail: describe scenes, extract text, identify objects/actions, suggest improvements, and generate alt-text in English + Chinese.
2. GUI / Screenshot Agent: [Upload screenshot] This is a mobile app screen. Describe the UI, identify issues, and suggest code improvements for the frontend.
3. Multimodal Vibe Coding: [Upload reference images] Create a modern website that matches this design vibe. Generate full HTML + Tailwind CSS code.
4. Audio-Visual Understanding: [Upload video/audio] Summarize the key points, transcribe dialogue, identify speakers' emotions, and extract actionable insights.
5. Visual Reasoning: [Upload diagram/chart] Explain this visual data step-by-step and generate insights + recommendations.

3. Excellent Agentic & Long-Horizon Capabilities

1. Long-Horizon Project: Act as an autonomous agent. Build a complete project plan for [project] and execute the first 5 steps using available tools. Continue autonomously.
2. Multi-Step Automation: Using Thinking Mode, automate the full workflow: Research [topic] → Summarize → Create presentation outline → Generate slides description.
3. Sustained Agent Run: You are a long-horizon agent. Maintain goal coherence over many steps. Start optimizing [task] and continue until complete or I say stop.
4. Tool-Use Heavy Task: Use tools iteratively to [complex goal, e.g. find best flight + hotel + create itinerary]. Show reasoning at each step.
5. Multi-Agent Orchestration: Simulate a team of agents (Researcher, Writer, Critic, Executor) to complete [project]. Coordinate until final deliverable.

4. Powerful Coding & Agentic Programming

1. Repository-Level Coding: [Attach codebase] Perform a full review and refactor this repository for better performance and modern standards.
2. Frontend Vibe Coding: [Upload design images] Build a pixel-perfect responsive website matching this design using React + Tailwind.
3. Agentic Debugging: Debug this failing system step-by-step. Reproduce mentally, identify root cause, and fix with tests.
4. Full Stack Feature: Implement a complete [feature] including backend API, frontend UI, and database schema.
5. Code Review & Optimization: Review this code for bugs, security issues, performance, and maintainability. Provide improved version.

5. Outstanding Price-Performance & Efficiency

1. High-Volume Batch Task: Process these 200 items efficiently and output in structured CSV: [list or data].
2. Cost-Optimized Report: Analyze this large dataset and create an executive summary with key insights using minimal tokens.
3. Fast Content Generation: Generate 50 high-quality LinkedIn posts on [topic] optimized for engagement.
4. Local/Quantized Optimization: I’m running a quantized version locally. Suggest prompt adjustments to maintain quality while reducing token usage.
5. Efficient Daily Workflow: Create an optimized daily task list and automation plan for [role] using minimal steps.

Best Practices Summary

• Use Thinking Mode (/think) for hardest tasks.
• Leverage hybrid mode for balanced speed/intelligence.
• Structure prompts clearly (Role → Task → Context → Format).
• For long context: Provide summaries or tables of contents first.
• Iterate with follow-ups and use Qwen-Agent for tool calling.
• Combine strengths: multilingual + multimodal + agentic.

AI User Guide