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Model card on Hugging Face
GLM 4.6V Flash
by Z.ai
Chat
Vision
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
- Context window
- 128K tokens
- Sizes
- 9B
- Licence
- MIT
Run GLM 4.6V Flash
Install it on a Pendra worker, then call it through the OpenAI-compatible API with a pdr_sk_ key.
Chat
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)Vision
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)Run GLM 4.6V Flash on your own UK infrastructure
Deploy a worker, install GLM 4.6V Flash, and start serving it through one sovereign API endpoint.