Instructions to use Merlin-Research/Merlin-Agent with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Merlin-Research/Merlin-Agent with Transformers:

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

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

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Merlin-Research/Merlin-Agent")
model = AutoModelForCausalLM.from_pretrained("Merlin-Research/Merlin-Agent")
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]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use Merlin-Research/Merlin-Agent with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/Merlin-Research/Merlin-Agent

SGLang

How to use Merlin-Research/Merlin-Agent 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 "Merlin-Research/Merlin-Agent" \
    --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": "Merlin-Research/Merlin-Agent",
		"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 "Merlin-Research/Merlin-Agent" \
        --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": "Merlin-Research/Merlin-Agent",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use Merlin-Research/Merlin-Agent with Docker Model Runner:
```
docker model run hf.co/Merlin-Research/Merlin-Agent
```

squ11z1 commited on 3 days ago

Commit

ceefaa8

verified ·

1 Parent(s): da780a0

Update README.md

Browse files

Files changed (1) hide show

README.md +20 -12

README.md CHANGED Viewed

@@ -5,22 +5,30 @@ pipeline_tag: text-generation
 base_model: deepreinforce-ai/Ornith-1.0-9B
 base_model_relation: finetune
 tags:
-  - merlin-agent
-  - quantum-classical
-  - quantum-kernel
-  - ibm-quantum
-  - otoc
-  - quantum-provenance
-  - merlin-research
-  - code
 language:
-  - en
-  - ru
-  - uk
 ---
 # Merlin-Agent 🜛
 <p align="center">
   <b>A quantum-classical 9B coding agent.</b><br/>
   Directions measured from real quantum <b>scrambling dynamics on IBM Quantum Heron</b> are baked into the
@@ -235,4 +243,4 @@ Quantized builds: [`Merlin-Research/Merlin-Agent-GGUF`](https://huggingface.co/M
 }
 ```
-*Merlin Research AB — Stockholm, Sweden.*

 base_model: deepreinforce-ai/Ornith-1.0-9B
 base_model_relation: finetune
 tags:
+- merlin-agent
+- quantum-classical
+- quantum-kernel
+- ibm-quantum
+- otoc
+- quantum-provenance
+- merlin-research
+- code
 language:
+- en
+- es
+- de
+- nn
+- fi
+- sv
+- fr
+- da
+- tr
 ---
 # Merlin-Agent 🜛
+![agent](https://cdn-uploads.huggingface.co/production/uploads/67329d3f69fded92d56ab41a/7MWS1MZ0_qPh9H4-YFv5a.jpeg)
 <p align="center">
   <b>A quantum-classical 9B coding agent.</b><br/>
   Directions measured from real quantum <b>scrambling dynamics on IBM Quantum Heron</b> are baked into the
 }
 ```
+*Merlin Research AB — Stockholm, Sweden.*