GLM 4.6V Flash

Name: GLM 4.6V Flash
Author: Z.ai

by Z.ai Chat · Vision · Tools · Thinking

GLM 4.6V Flash is Z.ai's fast vision-language model, pairing image understanding with responsive, lightweight inference. It's suited to multimodal chat and analysis where latency matters, across a 131K-token context.

Publisher: Z.ai (opens in a new tab)
API model name: glm-4.6v-flash
Context window: 128K tokens
Sizes: 9B
Licence: MIT

Run GLM 4.6V Flash

Install it on a Pendra worker, then call it through our SDK with your pdr_sk_ API key.

Read the quickstart

from pendra import Pendra

client = Pendra(api_key="pdr_sk_...")

response = client.chat.completions.create(
    model="glm-4.6v-flash",
    messages=[{"role": "user", "content": "Hello!"}],
)

print(response.choices[0].message.content)

import { Pendra } from "pendra";

const client = new Pendra({ apiKey: "pdr_sk_..." });

const response = await client.chat.completions.create({
  model: "glm-4.6v-flash",
  messages: [{ role: "user", content: "Hello!" }],
});

console.log(response.choices[0].message.content);

from pendra import Pendra

client = Pendra(api_key="pdr_sk_...")

response = client.chat.completions.create(
    model="glm-4.6v-flash",
    messages=[
        {
            "role": "user",
            "content": [
                {"type": "text", "text": "What's in this image?"},
                {"type": "image_url", "image_url": {"url": "https://example.com/photo.jpg"}},
            ],
        }
    ],
)

print(response.choices[0].message.content)

import { Pendra } from "pendra";

const client = new Pendra({ apiKey: "pdr_sk_..." });

const response = await client.chat.completions.create({
  model: "glm-4.6v-flash",
  messages: [
    {
      role: "user",
      content: [
        { type: "text", text: "What's in this image?" },
        { type: "image_url", image_url: { url: "https://example.com/photo.jpg" } },
      ],
    },
  ],
});

console.log(response.choices[0].message.content);

Related models

GLM 4.7 Flash

Z.ai glm-4.7-flash

GLM 4.7 Flash is Z.ai's fast, lightweight model in the GLM 4 line, offering a hybrid reasoning mode that trades depth for speed on demand. It's tuned for tool use and responsive agentic workflows across a roughly 200K-token context.

Chat · Tools · Thinking

30B 198K context

GLM OCR

Z.ai glm-ocr

GLM OCR is Z.ai's document-understanding model, specialised for optical character recognition and structured extraction from images and scanned pages. It reads dense layouts and returns clean, machine-usable text across a 131K-token context.

Vision · OCR

0.9B 128K context

Run GLM 4.6V Flash on infrastructure you trust.

Deploy a worker, install GLM 4.6V Flash, and start serving it through one private API.

Try it free Read the quickstart