Instructions to use pinkachu/Cirque-12B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use pinkachu/Cirque-12B with Transformers:

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

pipe = pipeline("text-generation", model="pinkachu/Cirque-12B")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("pinkachu/Cirque-12B")
model = AutoModelForCausalLM.from_pretrained("pinkachu/Cirque-12B", 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=256)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use pinkachu/Cirque-12B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "pinkachu/Cirque-12B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "pinkachu/Cirque-12B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/pinkachu/Cirque-12B

SGLang

How to use pinkachu/Cirque-12B 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 "pinkachu/Cirque-12B" \
    --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": "pinkachu/Cirque-12B",
		"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 "pinkachu/Cirque-12B" \
        --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": "pinkachu/Cirque-12B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use pinkachu/Cirque-12B with Docker Model Runner:
```
docker model run hf.co/pinkachu/Cirque-12B
```

Cirque-12B / README.md

pinkachu

Initial commit

6c58097 verified 17 days ago

preview code

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---
base_model:
- ApolloRaines/Prometheus-Mistral-Nemo-12B
- DarkArtsForge/MN-Raven-12B-v1
- Lambent/Amethyst-12B-v3
- Lambent/Arsenic-Shahrazad-12B-v4.4
- sh0ck0r/Rivermind-12B-v1-heretic
- Sorihon/Captain-Eris_Violet-V0.420-12B-Heretic-V2-Fixed
- Sorihon/Magnum-v4-12B-Heretic
- Sorihon/Omega-Darker_The-Final-Directive-12B-Heretic
library_name: transformers
tags:
- mergekit
- merge
---
<img src="header.png" width="75%">

## 🎪 Cirque-12B

A [Karcher](https://arxiv.org/abs/2603.04972) merge of Mistral Nemo finetunes for roleplay and storytelling. Thanks to all the awesome people who made this model possible!! 💓

Source models:

* [ApolloRaines/Prometheus-Mistral-Nemo-12B](https://huggingface.co/ApolloRaines/Prometheus-Mistral-Nemo-12B)
* [DarkArtsForge/MN-Raven-12B-v1](https://huggingface.co/DarkArtsForge/MN-Raven-12B-v1)
* [Lambent/Amethyst-12B-v3](https://huggingface.co/Lambent/Amethyst-12B-v3)
* [Lambent/Arsenic-Shahrazad-12B-v4.4](https://huggingface.co/Lambent/Arsenic-Shahrazad-12B-v4.4)
* [sh0ck0r/Rivermind-12B-v1-heretic](https://huggingface.co/sh0ck0r/Rivermind-12B-v1-heretic)
* [Sorihon/Captain-Eris_Violet-V0.420-12B-Heretic-V2-Fixed](https://huggingface.co/Sorihon/Captain-Eris_Violet-V0.420-12B-Heretic-V2-Fixed)
* [Sorihon/Magnum-v4-12B-Heretic](https://huggingface.co/Sorihon/Magnum-v4-12B-Heretic)
* [Sorihon/Omega-Darker_The-Final-Directive-12B-Heretic](https://huggingface.co/Sorihon/Omega-Darker_The-Final-Directive-12B-Heretic)

	---
	base_model:
	- ApolloRaines/Prometheus-Mistral-Nemo-12B
	- DarkArtsForge/MN-Raven-12B-v1
	- Lambent/Amethyst-12B-v3
	- Lambent/Arsenic-Shahrazad-12B-v4.4
	- sh0ck0r/Rivermind-12B-v1-heretic
	- Sorihon/Captain-Eris_Violet-V0.420-12B-Heretic-V2-Fixed
	- Sorihon/Magnum-v4-12B-Heretic
	- Sorihon/Omega-Darker_The-Final-Directive-12B-Heretic
	library_name: transformers
	tags:
	- mergekit
	- merge
	---

	<img src="header.png" width="75%">

	## 🎪 Cirque-12B

	A [Karcher](https://arxiv.org/abs/2603.04972) merge of Mistral Nemo finetunes for roleplay and storytelling. Thanks to all the awesome people who made this model possible!! 💓

	Source models:

	* [ApolloRaines/Prometheus-Mistral-Nemo-12B](https://huggingface.co/ApolloRaines/Prometheus-Mistral-Nemo-12B)
	* [DarkArtsForge/MN-Raven-12B-v1](https://huggingface.co/DarkArtsForge/MN-Raven-12B-v1)
	* [Lambent/Amethyst-12B-v3](https://huggingface.co/Lambent/Amethyst-12B-v3)
	* [Lambent/Arsenic-Shahrazad-12B-v4.4](https://huggingface.co/Lambent/Arsenic-Shahrazad-12B-v4.4)
	* [sh0ck0r/Rivermind-12B-v1-heretic](https://huggingface.co/sh0ck0r/Rivermind-12B-v1-heretic)
	* [Sorihon/Captain-Eris_Violet-V0.420-12B-Heretic-V2-Fixed](https://huggingface.co/Sorihon/Captain-Eris_Violet-V0.420-12B-Heretic-V2-Fixed)
	* [Sorihon/Magnum-v4-12B-Heretic](https://huggingface.co/Sorihon/Magnum-v4-12B-Heretic)
	* [Sorihon/Omega-Darker_The-Final-Directive-12B-Heretic](https://huggingface.co/Sorihon/Omega-Darker_The-Final-Directive-12B-Heretic)