Qwen Beginner's Guide: How to Use AI to Improve Efficiency

What is Qwen

Qwen is a suite of large language and multimodal models created by Alibaba Group, aimed at a broad spectrum of capabilities such as text generation, vision comprehension, audio interpretation, and tool utilization. They are offered both in proprietary and open-weight form and are suited to various applications from research to enterprise contexts. The Qwen suite comprises both base language models and domain-specific ones, such as Qwen-VL (vision-language), Qwen-Audio, Qwen-Coder for coding tasks, and Qwen-Math for numerical reasoning.

Fundamentally, Qwen rests upon causal (decoder-only) language modeling, allowing it to make predictions and generate output a single token at a time based on past context. As a result, Qwen proves highly suited to tasks that require natural language understanding and generation.

What is new in Qwen3

Qwen3 is a significant step forward in the Qwen model line, with improved performance and increased accessibility. Qwen3 features Alibaba's first so-called "Hybrid" model, which combines the capabilities of traditional large language models with more advanced and dynamic reasoning mechanisms, enabling Qwen3 to think deeper and act faster. The premium Qwen3-235B-A22B produces industry-leading coding, math, and reasoning results that compare to industry giants such as DeepSeek-R1 and Gemini-2.5-Pro. The smaller MoE model Qwen3-30B-A3B is particularly efficient, requiring only 3B active parameters to perform better than larger models.

Qwen3 releases two open-weight MoE models and six dense models (0.6B to 32B) under the Apache 2.0 license. It is designed to integrate seamlessly in local and cloud-based AI pipelines, with up to 128K context length and compatibility with Hugging Face, Ollama, and SGLang tools.

Key features of Qwen

• Impressive model range: The Qwen3 range consists of high-end models such as Qwen3-235B-A22B, Qwen3-30B-A3B (MoE), and Qwen3-4B, each designed to handle sophisticated tasks in coding, mathematics, reasoning, and overall intelligence
• MoE efficient architecture with enhanced attention: Based on Mixture of Experts (MoE) and Grouped Query Attention (GQA), Qwen3 intelligently activates parameters to scale more efficiently, making inference faster and computationally lighter without compromising performance.
• Smarter training and encoding: SwiGLU activation and Rotary Positional Embeddings (RoPE) improve learning stability, while a single 100K-token BPE tokenizer ensures uniform multitarget language and multimodal input treatment.
• Flexible task management modes: Qwen3 provides two reasoning modes—Thinking Mode for sequential reasoning and Non-Thinking Mode for fast responses. Users can adjust the model's "budget of thought" depending on task difficulty and expense.
• Global language and modality versatility: With support for 119 languages and input formats like text, code, audio, vision, and now image and video generation, Qwen3 is built for globally diverse and content-rich applications.
• Advanced coding and agentic abilities: Designed to enable higher levels of interactivity and autonomous actions, Qwen3 offers Multi-Component Prompting, which is highly effective in agentic tasks such as environment navigation, coding, and multi-step actions.

What can we use Qwen for

• Content creation: Qwen can write top-notch articles, create interesting video scripts, and help with blog writing or storytelling. Its grasp of style, tone, and context makes it well-suited to both casual writing and serious professional content.
• Multilingual translation: Supporting more than 119 languages and dialects, Qwen provides smooth language translation and cross-cultural interaction to companies, teachers, and international users.
• Data analysis: It can analyze complex data, visualize patterns, identify main points, and help make data-driven decisions, making it applicable in business intelligence, research, and report writing.
• Design assistance: From brand naming to coming up with ideas for logos and slogans, Qwen makes creative contributions to product design, brand strategy, and marketing campaigns.
• Make plans: Whether users are making travel schedules, composing business proposals, or scheduling tasks, Qwen keeps users organized and productive through precise, actionable plans.
• Multimedia processing: With its ability to generate images and video, Qwen can analyze visual media, improve media, or generate graphics and brief video content using artificial intelligence, perfect for digital advertising and for social media.

How to use Qwen: Clear steps guide

Qwen offers a comprehensive set of smart functions, including data analysis, idea generation, and more. Here, we'll use Qwen3 to create a video script and then convert it into a video as a step example, highlighting its strong content generation and multimedia functions based on AI technology.

STEP 1
1. Access the Qwen official site

To get started, go to the official website of Qwen (https://chat.qwen.ai/) in your web browser. Once on the homepage, first log in if you already have an account, or register a new account if you do not have one. Once logged in, you are led to the Qwen chat interface, where you can access and interact with the AI model.

STEP 2
1. Generate a video script

After you have logged into Qwen3, you can start creating your video script. You can start by inputting a prompt into the input field. You can, for example, type: "generate a 100-word video script about a beautiful girl and her best friend." Qwen3 will digest what you have asked of it and produce a detailed video script, incorporating an intro, body content, and a conclusion.

STEP 3
1. Convert the script to a video

Once you complete your video script, the next step is to turn it into a video. In Qwen3, you will discover that there is a "Video Generation" option on the interface. You can select the video ratio you want, such as 16:9, and paste the script in the chat box, then hit "Enter."

It will take some minutes to generate the video. Once the video is generated, you can click the download symbol to save it to your device in MP4 format or share it with a link.

While Qwen does let you create a large variety of content, such as video scripts and even entire videos, its video generation effect AI appearance is too obvious and is quite slow to render. To get past these hurdles, you may utilize CapCut in conjunction with Qwen. By taking Qwen-generated video scripts and bringing them into CapCut, you can easily create professional-level, visually engaging videos with improved aesthetic and increased rendering speed, making the entire process of creating content easier to complete.

CapCut: Convert script to a polished video fast in one go

After having written your video script with Qwen, the next thing to do is to turn it into a great video. That's where CapCut desktop comes in. CapCut is a robust, AI-powered video editing software meant for creators of every level of experience. Its script to video maker allows you to paste the video script that is generated by Qwen and automatically generate a visually appealing video with transitions between scenes, AI voice-overs, stock footage, and so much more. In addition to video generation, CapCut also allows you to generate video scripts directly, so you can realize the overall professional video production process with only one tool, without the need for additional tools!

After the video is generated, you can also use video editing tools that Qwen does not have, such as filters, stickers, background music, etc., to optimize the video. Try CapCut now to transform your ideas into professional-looking videos in clicks.

Key features

• Script to video: Instantly turn text scripts into engaging videos with auto-matched visuals, transitions, and voiceovers.
• AI writer: You can generate video scripts quickly by entering prompts on a topic to CapCut's AI writer feature.
• Instant AI video: By entering a video script into CapCut's Instant AI video, generating an AI video will be easy.
• Avatar video: CapCut allows you to generate an avatar video by selecting an avatar or customizing your own avatar.

How to convert a script to an eye-catching video fast

STEP 1
1. Enter the Qwen-generated script

Open the CapCut desktop on your PC and select the "Script to video" option on the home interface. Paste the script you previously generated with Qwen.

STEP 2
1. Convert the script to a video

Click on "Generate video" and choose between "Smart generation" (AI-powered visuals) or "Local media" (upload your own images and clips) to proceed.

Once the video is generated, you can enhance it with CapCut's built-in editing features. Apply visual effects, filters, or stickers to match your style. Head to the "Audio" tab to replace and add background music or sound effects. For subtitle adjustments, use the "Text" or "Captions" tab to fine-tune your on-screen text.

STEP 3
1. Export the video

After previewing and polishing your video, choose your preferred resolution and quality settings. Then, hit "Export" to download the final video in MP4 or other formats. You can now instantly share it on platforms like YouTube and TikTok.

Qwen vs CapCut: Which one should you pick for generating videos

Whereas Qwen and CapCut both provide video generation capabilities, each of them is used to assist in different steps in the content production pipeline. To choose the best tool for you, here is a side-by-side comparison:

Conclusion

Qwen and CapCut, though playing different roles, combined offer a formidable pipeline to contemporary content production. Qwen shines at creating organized, rational video scripts with its powerful AI tools that provide support in multiple languages and modes of reasoning, in addition to multimodal inputs such as images and code. CapCut takes over when it comes to making those scripts materialize in a visual form with its high-speed and high-definition video generation and built-in edit tools. By utilizing Qwen to write engaging content and CapCut to turn that content into professional-standard videos, creators can experience a streamlined, efficient, and scalable workflow in creating their content. Ready to convert your script to a hit video? Begin with Qwen and end with CapCut!

FAQs

1
1. Is there an AI video maker that can generate both scripts and video like Qwen?

Yes, CapCut's Instant AI video feature can create scripts and videos from a single input, which is perfect for efficient content generation. You just need to enter a video topic and key points to "Generate script" and select the duration you want, then click "Create." It will automatically generate a script and convert it to a video directly and fast.

2
1. Can Qwen perform image restoration?

Qwen is mainly engaged in activities such as content generation, programming, reasoning, and translation in multiple languages. It is not specialized in photo restoration, but you can use it to generate new images and videos. To restore an image, you can try CapCut's "Enhance image" or "Relight" feature to make it seem better.

3
1. Can the images/videos generated by Qwen be used for commercial purposes?

Yes, Qwen's generated images and videos can be used commercially under the Apache 2.0 license. However, video generation speed is slow, and the output quality may lack polish. To overcome these limitations, CapCut allows you to generate copyright-free images or videos by using "AI media," "Start with script," and "Instant AI video" features.