Model reference · open weights
glm-edge is an open-weight language model from zai-org. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.
Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.
What it is
| Maker | zai-org |
|---|---|
| Type | Language models |
| Task | Text gen |
| Parameters (lead) | 4.3B |
| Context | 8k tokens |
| Released | 2024-11-20 |
| Popularity | 6k downloads / month |
| Licence | Commercial licence needed |
About
中文阅读, 点击这里
Install the transformers library from the source code:
pip install git+https://github.com/huggingface/transformers.git
from transformers import AutoModelForCausalLM, AutoTokenizer
MODEL_PATH = "THUDM/glm-edge-4b-chat"
tokenizer = AutoTokenizer.from_pretrained(MODEL_PATH)
model = AutoModelForCausalLM.from_pretrained(MODEL_PATH, device_map="auto")
message = [{"role": "user", "content": "hello!"}]
inputs = tokenizer.apply_chat_template(
message,
return_tensors="pt",
add_generation_prompt=True,
return_dict=True,
).to(model.device)
generate_kwargs = {
"input_ids": inputs["input_ids"],
"attention_mask": inputs["attention_mask"],
"max_new_tokens": 128,
"do_sample": False,
}
out = model.generate(**generate_kwargs)
print(tokenizer.decode(out[0][inputs["input_ids"].shape[1]:], skip_special_tokens=True))
The usage of this model’s weights is subject to the terms outlined in the LICENSE.
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys glm-edge for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (glm-edge below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/chat/completions \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"glm-edge","messages":[{"role":"user","content":"Hello"}]}'
Create an account — your API key is available in the console. 5M tokens/month currently included with every new account at launch.