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

Libraries

How to use DarkArtsForge/Morbid-Miasma-12B with Transformers:

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

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

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("DarkArtsForge/Morbid-Miasma-12B")
model = AutoModelForCausalLM.from_pretrained("DarkArtsForge/Morbid-Miasma-12B")
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]:]))

NeMo
How to use DarkArtsForge/Morbid-Miasma-12B with NeMo:
```
# tag did not correspond to a valid NeMo domain.
```
Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use DarkArtsForge/Morbid-Miasma-12B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "DarkArtsForge/Morbid-Miasma-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": "DarkArtsForge/Morbid-Miasma-12B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/DarkArtsForge/Morbid-Miasma-12B

SGLang

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

Docker Model Runner
How to use DarkArtsForge/Morbid-Miasma-12B with Docker Model Runner:
```
docker model run hf.co/DarkArtsForge/Morbid-Miasma-12B
```
Browse Quantizations to use this model in llama.cpp, Ollama, LM Studio, or any compatible app.

⚠️ Warning: This model can produce narratives and RP that contain violent and graphic erotic content. Adjust your system prompt accordingly, and use ChatML chat template.

☠️ Morbid Miasma 12B

This is a merge of pre-trained language models created using mergekit.

This was made using a custom method called aether. A newer version aether_x is under development.

The model appears to be fully uncensored and works best with the Chat_ML template.

architecture: MistralForCausalLM
merge_method: aether
base_model: B:/12B/mistralai--Mistral-Nemo-Instruct-2407
models:
  - model: B:/12B/Sorihon--Moonlit-Mirage-12B-Heretic
  - model: B:/12B/MuXodious--Irix-12B-Model_Stock-absolute-heresy
  - model: B:/12B/EldritchLabs--KrakenSakura-Maelstrom-12B-v1
  - model: B:/12B/Sorihon--KansenSakura-Erosion-RP-12B-heretic
  - model: B:/12B/MuXodious--QuasiStarSynth-12B-absolute-heresy
  - model: B:/12B/Naphula--Ancient-Awakening-12B-MPOA
parameters:
  resume_path: B:/12B/aetherR12
  root_mechanism: karcher_mean
  warp: 0.05
  max_iter: 32
  tol: 1.0e-9
  kappa: 0.65
tokenizer:
  source: B:/12B/Sorihon--Moonlit-Mirage-12B-Heretic
chat_template: auto
dtype: float32
out_dtype: bfloat16