Ross ROSS = Recommend OSS · open-source software intelligence for agents

zai-org/GLM-V

GLM-4.6V/4.5V/4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning observed · 2026-08-28

github.com/zai-org/GLM-V · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

60/100

  • Activity 93
  • Release rhythm 35
  • Longevity 30

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 431
  • days_rel: n/a
  • days_push: 43
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2370 stars · 180 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

GLM-V is the open-source repository for Zhipu AI's GLM-4.6V, GLM-4.5V, and GLM-4.1V-Thinking vision-language models, which perform versatile multimodal reasoning trained with scalable reinforcement learning. It provides model weights, inference examples, a VLM reward system, and companion projects like a desktop assistant app and UI2Code.

Use cases

  • run a vision-language model to caption and answer questions about images
  • understand and reason over video content
  • build multimodal AI agents that see screenshots and documents
  • convert UI screenshots to code
  • fine-tune or evaluate VLMs with a reinforcement learning reward system
  • build a desktop assistant that reads the screen via screenshots

When to choose

  • you need open-weights multimodal reasoning models for image or video understanding
  • you want strong VLM performance with Apache-2.0 licensing for commercial use
  • you need grounding, OCR-like extraction, or UI-to-code capabilities from a VLM
  • you want to experiment with RL-trained vision-language reasoning

When to avoid

  • you only need text-only LLMs without vision capabilities
  • you lack GPU hardware for local inference and prefer a hosted API
  • you need a lightweight model for edge or mobile deployment

Facets

library · maturity active

machine-learning deep-learning llm-inference computer-vision nlp agent-framework artificial-intelligence machine-learning computer-vision large-language-models python cross-platform vision-language-model multimodal-reasoning reinforcement-learning vlm image-understanding video-understanding image2text open-weights glm natural-language-processing ai-agents gpu linux

1 source

Member repositories

RepositoryRoleHealth v2
zai-org/GLM-Vmain60

For agents

markdown · JSON · MCP: product_card(name="zai-org/GLM-V")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem