Qwen3-Omni understands text, audio, images, and video, and can generate speech in real time.
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The GLM-5 repository presents language models for agentic engineering and coding.
About GLM-5.1
The GLM-5 repository hosts language models for agentic engineering and coding, covering GLM-5, GLM-5.1, GLM-5.2, GLM-5.3 and GLM-5.3-Flash. The repository contains code, examples, resources, skill files, and English and Chinese README files.
Described uses include repository generation, terminal tasks, vulnerability discovery, and long-horizon work, with GLM-5.2 described as supporting 1M-token context. GLM-5.3-Flash is described as using hybrid sparse and linear attention and a 30T-token multimodal pre-training corpus. API services for GLM-5.3 and GLM-5.3-Flash are listed via the Z.ai API Platform.
Key features
- Models for agentic coding and systems engineering tasks
- Repository generation measured on NL2Repo benchmark
- Terminal task handling measured on Terminal-Bench versions
- 1M-token context for long-horizon work in GLM-5.2
- Multiple thinking effort levels to balance performance and latency
- Hybrid sparse and linear attention in GLM-5.3-Flash
Best for: Researchers and developers working with open-weight models for coding and long-running agent tasks.
Good for
- Public repository with code, examples, resources and skill files
- 1M-token context described for GLM-5.2 long-horizon work
- Multiple versions including efficiency-focused GLM-5.3-Flash variant
GLM-5.1 at a glance
- Website
- github.com/zai-org/GLM-5
- Category
- AI & Machine Learning › Models & ML Research
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
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GLM-5.1 FAQ
Which model versions are covered in the repository?
GLM-5, GLM-5.1, GLM-5.2, GLM-5.3 and GLM-5.3-Flash.
What context length is described for GLM-5.2?
A 1M-token context for long-horizon work.
Where is API access listed?
On the Z.ai API Platform, with trial use at z.ai for GLM-5.3 and GLM-5.3-Flash.
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