Instructions to use leeroo/LeerooDedicated-Math-7b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use leeroo/LeerooDedicated-Math-7b with Transformers:

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

pipe = pipeline("text-generation", model="leeroo/LeerooDedicated-Math-7b", trust_remote_code=True)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("leeroo/LeerooDedicated-Math-7b", trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained("leeroo/LeerooDedicated-Math-7b", trust_remote_code=True)

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use leeroo/LeerooDedicated-Math-7b with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "leeroo/LeerooDedicated-Math-7b"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "leeroo/LeerooDedicated-Math-7b",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/leeroo/LeerooDedicated-Math-7b

SGLang

How to use leeroo/LeerooDedicated-Math-7b 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 "leeroo/LeerooDedicated-Math-7b" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "leeroo/LeerooDedicated-Math-7b",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

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 "leeroo/LeerooDedicated-Math-7b" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "leeroo/LeerooDedicated-Math-7b",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use leeroo/LeerooDedicated-Math-7b with Docker Model Runner:
```
docker model run hf.co/leeroo/LeerooDedicated-Math-7b
```

alirezamsh commited on Apr 28, 2024

Commit

98cbb06

verified ·

1 Parent(s): 20fd94f

Update README.md

Browse files

Files changed (1) hide show

README.md +1 -1

README.md CHANGED Viewed

@@ -109,7 +109,7 @@ print(generation)
 ## Learn More
 🔍 To a deeper dive into our method and results, refer to [HF blog 🤗](https://huggingface.co/blog/alirezamsh/leeroo-multi-model-system), [publication](https://arxiv.org/abs/2401.13979), and [repository](https://github.com/Leeroo-AI/leeroo_orchestrator).
-🌍 Join Leeroo community for further updates: [Linkedin](https://www.linkedin.com/company/leeroo/?viewAsMember=true), [Discord](https://discord.gg/tmuXGe3K), [X](https://twitter.com/LeerooAI), [Website](https://www.leeroo.com/).
 ## Citation
 ```

 ## Learn More
 🔍 To a deeper dive into our method and results, refer to [HF blog 🤗](https://huggingface.co/blog/alirezamsh/leeroo-multi-model-system), [publication](https://arxiv.org/abs/2401.13979), and [repository](https://github.com/Leeroo-AI/leeroo_orchestrator).
+🌍 Join Leeroo community for further updates: [Linkedin](https://www.linkedin.com/company/leeroo/?viewAsMember=true), [Discord](https://discord.gg/hqVbPNNEZM), [X](https://twitter.com/LeerooAI), [Website](https://www.leeroo.com/).
 ## Citation
 ```