GLM-5.3 is live. Run Z.ai's latest model on Friendli Model APIs. Try it today ➜
SmallAICreator
Available on FriendliAI
Run this model inference on single tenant GPU with unmatched speed and reliability at scale.
Run this model inference with full control and performance in your environment.
Model Details
Model Provider
SmallAICreator
Model Tree
Input Modalities
Output Modalities
Supported Functionality
<tool_call> and reads back <tool_response> (this is the whole point)markdown
<|system|>{system}<|end|><|user|>{user}<|end|><|assistant|>{reply}<|end|>
Tool call (model emits): <tool_call>\n{"name": "...", "arguments": {...}}\n</tool_call>
Tool result (feed back as a user turn): <|user|><tool_response>\n{result}\n</tool_response><|end|>
python
from transformers import AutoModelForCausalLM, AutoTokenizertok = AutoTokenizer.from_pretrained("SmallAICreator/AuroraGPT-Qwen-Distill")model = AutoModelForCausalLM.from_pretrained("SmallAICreator/AuroraGPT-Qwen-Distill")msgs = [{"role": "user", "content": "yo"}]ids = tok.apply_chat_template(msgs, add_generation_prompt=True, return_tensors="pt")print(tok.decode(model.generate(ids, max_new_tokens=64)[0][ids.shape[1]:], skip_special_tokens=True))
A ready-to-run Q8_0 GGUF (AuroraGPT-Distill.Flagship.Q8_0.gguf, 753MB) is included, with a tool-capable chat template embedded so mobile GGUF apps show the tool picker.
Made by UltraLabs. EOS token is <|end|>.