zai-org/GLM-V
GLM-4.6V/4.5V/4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
Ranks #51 among Backend repositories tracked this week, and #51 over the last 30 days; #38 of 3,103 repositories GStars tracks this week (top 1%).
The project lists 13 contributors on GitHub.
Gained 46% fewer stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides advanced vision-language models enabling versatile multimodal reasoning with scalable reinforcement learning.
- Integrates native multimodal function calling and supports extremely long context windows up to 128k tokens for complex visual and textual understanding.
- Use for building multimodal agents that combine visual perception with executable actions in real-world business scenarios.
- Use for developing AI systems that require detailed image, video, and document understanding including grounding and GUI interaction.
- Use for research and fine-tuning of large-scale vision-language models with chain-of-thought reasoning and multi-document comprehension.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
Watch-outs
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
Vision-language models (VLMs) have become a key cornerstone of intelligent systems. As real-world AI tasks grow increasingly complex, VLMs urgently need to enhance reasoning capabilities beyond basic multimodal perception — improving accuracy, comprehensiveness, and intelligence — to enable complex problem solving, long-context understanding, and multimodal agents.
Through our open-source work, we aim to explore the technological frontier together with the community while empowering more developers to create exciting and innovative applications.
This open-source repository contains our
GLM-4.6V,GLM-4.5VandGLM-4.1Vseries models. For performance and details, see Model Overview. For known issues, see Fixed and Remaining Issues.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
189+15
Open issues
16+1
Compared with peers in Backend
Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| anthropics/claude-plugins-official | 44.1K | +4.3K | 35 | — |
| NationalSecurityAgency/ghidra | 93.7K | +4.2K | 75 | 1 day ago |
| akitaonrails/ai-memory | 13.0K | +3.4K | 60 | 1 day ago |
| K-Dense-AI/scientific-agent-skills | 54.2K | +3.1K | 75 | 22 days ago |
| shiyu-coder/Kronos | 43.5K | +2.7K | 75 | — |
| zai-org/GLM-V | 2.4K | +0 | 75 | — |
| Category median | 44.1K | +3.4K | 75 | — |
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