Instructions to use openbmb/AgentCPM-Explore with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use openbmb/AgentCPM-Explore with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="openbmb/AgentCPM-Explore")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("openbmb/AgentCPM-Explore")
model = AutoModelForCausalLM.from_pretrained("openbmb/AgentCPM-Explore", device_map="auto")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Inference
Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use openbmb/AgentCPM-Explore with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "openbmb/AgentCPM-Explore"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "openbmb/AgentCPM-Explore",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/openbmb/AgentCPM-Explore

SGLang

How to use openbmb/AgentCPM-Explore with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "openbmb/AgentCPM-Explore" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "openbmb/AgentCPM-Explore",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "openbmb/AgentCPM-Explore" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "openbmb/AgentCPM-Explore",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use openbmb/AgentCPM-Explore with Docker Model Runner:
```
docker model run hf.co/openbmb/AgentCPM-Explore
```

AgentCPM-Explore

Commit History

Add community evaluation results for HLE (#4)

f528bbb
verified

DennisHuang648

nielsr HF Staff commited on Jan 18

Update Readme.md (#3)

b7bd7bd
verified

DennisHuang648 commited on Jan 14

Add `transformers` as the library name (#2)

d958e80
verified

DennisHuang648

ariG23498 HF Staff commited on Jan 14

Update README.md

ed03fc1
verified

SmartDazi commited on Jan 12

Delete training_args.bin

ae9c298
verified

SmartDazi commited on Jan 12

Delete trainer_state.json

6395eee
verified

SmartDazi commited on Jan 12

Update README.md

4a2e5e1
verified

Ethan7en commited on Jan 12

Upload folder using huggingface_hub

cbead97
verified

SmartDazi commited on Jan 11

Update README.md

17ea45c
verified

Ethan7en commited on Jan 11

Update README.md

e4ba804
verified

Ethan7en commited on Jan 11

initial commit

e981e0f
verified

Ethan7en commited on Jan 11

Commit History

Add community evaluation results for HLE (#4) f528bbb verified

Update Readme.md (#3) b7bd7bd verified

Add `transformers` as the library name (#2) d958e80 verified

Update README.md ed03fc1 verified

Delete training_args.bin ae9c298 verified

Delete trainer_state.json 6395eee verified

Update README.md 4a2e5e1 verified

Upload folder using huggingface_hub cbead97 verified

Update README.md 17ea45c verified

Update README.md e4ba804 verified

initial commit e981e0f verified

Add community evaluation results for HLE (#4)

f528bbb
verified

Update Readme.md (#3)

b7bd7bd
verified

Add `transformers` as the library name (#2)

d958e80
verified

Update README.md

ed03fc1
verified

Delete training_args.bin

ae9c298
verified

Delete trainer_state.json

6395eee
verified

Update README.md

4a2e5e1
verified

Upload folder using huggingface_hub

cbead97
verified

Update README.md

17ea45c
verified

Update README.md

e4ba804
verified

initial commit

e981e0f
verified