Instructions to use paulml/ECE-ILAB-Q1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use paulml/ECE-ILAB-Q1 with Transformers:

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

pipe = pipeline("text-generation", model="paulml/ECE-ILAB-Q1")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("paulml/ECE-ILAB-Q1")
model = AutoModelForCausalLM.from_pretrained("paulml/ECE-ILAB-Q1")
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

vLLM

How to use paulml/ECE-ILAB-Q1 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "paulml/ECE-ILAB-Q1"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "paulml/ECE-ILAB-Q1",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/paulml/ECE-ILAB-Q1

SGLang

How to use paulml/ECE-ILAB-Q1 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 "paulml/ECE-ILAB-Q1" \
    --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": "paulml/ECE-ILAB-Q1",
		"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 "paulml/ECE-ILAB-Q1" \
        --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": "paulml/ECE-ILAB-Q1",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use paulml/ECE-ILAB-Q1 with Docker Model Runner:
```
docker model run hf.co/paulml/ECE-ILAB-Q1
```

paulml commited on Jun 7, 2024

Commit

393bea0

verified ·

1 Parent(s): 6838a8a

Update README.md

Browse files

Files changed (1) hide show

README.md +18 -1

README.md CHANGED Viewed

@@ -8,7 +8,24 @@ tags:
 - cognitivecomputations/dolphin-2.9.2-qwen2-72b
 ---
-# merge-qwen2-72B
 merge-qwen2-72B is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
 * [Qwen/Qwen2-72B-Instruct](https://huggingface.co/Qwen/Qwen2-72B-Instruct)

 - cognitivecomputations/dolphin-2.9.2-qwen2-72b
 ---
+# ECE-ILAB-Q1
+## This model has been produced by :
+- [Louis Garcia](https://www.linkedin.com/in/louis-garcia-profil/), engineering student at [French Engineering School ECE](https://www.ece.fr/en/)
+- [Matthieu Jollard](https://www.linkedin.com/in/matthieu-jollard/), engineering student at [French Engineering School ECE](https://www.ece.fr/en/)
+- [Andre-Louis Rochet](https://www.linkedin.com/in/andrelouisrochet/), Lecturer at ECE & Co-Founder of [TW3 Partners](https://tw3partners.fr/)
+- [Paul Lemaistre](https://www.linkedin.com/in/paul-lemaistre/), CTO of [TW3 Partners](https://tw3partners.fr/)
+## With the contribution of :
+- ECE engineering school as sponsor
+## About ECE
+>_**ECE**, a multi-program, multi-campus, and multi-sector engineering school specializing in digital engineering,
+>  trains engineers and technology experts for the 21st century, capable of meeting the challenges of the dual digital and sustainable development revolutions.
+>[French Engineering School ECE](https://www.ece.fr/en/)_
 merge-qwen2-72B is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
 * [Qwen/Qwen2-72B-Instruct](https://huggingface.co/Qwen/Qwen2-72B-Instruct)