GLM-5.2 Vision on Baseten: Turning Images into Code

Melvin Vivas · X video post · 2026-08-22 · Open on X

Topics: LLM Fundamentals, LLMOps, Deployment & Monitoring, Industry Trends & Job Market · Level: beginner

Summary

Melvin Vivas shares the news that GLM-5.2 now supports vision (image input) in production, available only on Baseten. The quoted post says the model can take in images and convert them to code, made possible by Baseten's post-training and model API teams.

Key points

• GLM-5.2 now accepts image input in production.
• Per the quoted post, the vision version is available only on Baseten.
• Main use case shown: turning images (e.g. UI designs) into code.
• Baseten credits its post-training and model API teams for the feature.
• You can try it from the GLM-5.2 page in Baseten's model library.

Resources mentioned

• GLM-5.2 | Model library (Baseten) · website · baseten.co · check price
  Baseten model library page for trying and deploying GLM-5.2, including its vision support.
  Also in: Serving GLM-5.2 on Baseten: >280 TPS and <0.8s TTFT (Melvin Vivas on X · notes)
• Baseten · tool · x.com · paid
  Model inference platform offering dedicated GPU deployments for serving open models.
  Also in: Serving Qwen3.8 27B FP8 on an H100 with Baseten dedicated inference (Melvin Vivas on X · notes), Coworker Desktop App Works with Any OpenAI-Compatible Endpoint (Melvin Vivas on X · notes), Running GLM 5.3 Flash on Baseten with the Pi Coding Agent (Melvin Vivas on X · notes), GLM 5.3 Flash Now Available on Baseten (Melvin Vivas on X · notes) and 6 more

Try this

• Try GLM-5.2 vision on Baseten by giving it an image and asking for code.
• Build a tool that turns a design screenshot into code using GLM-5.2 vision.