Instructions to use DarkArtsForge/Asmodeus-24B-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use DarkArtsForge/Asmodeus-24B-v1 with Transformers:

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

pipe = pipeline("text-generation", model="DarkArtsForge/Asmodeus-24B-v1")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("DarkArtsForge/Asmodeus-24B-v1")
model = AutoModelForCausalLM.from_pretrained("DarkArtsForge/Asmodeus-24B-v1")
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 Settings

vLLM

How to use DarkArtsForge/Asmodeus-24B-v1 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "DarkArtsForge/Asmodeus-24B-v1"
# 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/Asmodeus-24B-v1",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/DarkArtsForge/Asmodeus-24B-v1

SGLang

How to use DarkArtsForge/Asmodeus-24B-v1 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/Asmodeus-24B-v1" \
    --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/Asmodeus-24B-v1",
		"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/Asmodeus-24B-v1" \
        --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/Asmodeus-24B-v1",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use DarkArtsForge/Asmodeus-24B-v1 with Docker Model Runner:
```
docker model run hf.co/DarkArtsForge/Asmodeus-24B-v1
```

Naphula commited on Feb 3

Commit

948837d

verified ·

1 Parent(s): 696913b

Upload mergekit_config.yml

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mergekit_config.yml +96 -0

mergekit_config.yml ADDED Viewed

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+architecture: MistralForCausalLM
+models:
+  - model: B:\24B\!models--anthracite-core--Mistral-Small-3.2-24B-Instruct-2506-Text-Only
+  - model: B:\24B\!models--TheDrummer--Cydonia-24B-v4.3
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--ReadyArt--4.2.0-Broken-Tutu-24b
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--zerofata--MS3.2-PaintedFantasy-v2-24B
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--TheDrummer--Magidonia-24B-v4.3
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--TheDrummer--Precog-24B-v1
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--zerofata--MS3.2-PaintedFantasy-v3-24B
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!BeaverAI_Fallen-Mistral-Small-3.1-24B-v1e_textonly
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--ReadyArt--Broken-Tutu-24B-Transgression-v2.0
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--trashpanda-org--MS3.2-24B-Mullein-v2
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--LatitudeGames--Hearthfire-24B
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--TheDrummer--Cydonia-24B-v4.2.0
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--TheDrummer--Magidonia-24B-v4.2.0
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--ConicCat--Mistral-Small-3.2-AntiRep-24B
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--Undi95--MistralThinker-v1.1
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--CrucibleLab--M3.2-24B-Loki-V2
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+  - model: B:\24B\!models--Darkhn--M3.2-24B-Animus-V7.1
+    parameters:
+      density: 0.666
+      weight: 0.25
+      epsilon: 0.333
+# Seed: 420
+merge_method: della
+base_model: B:\24B\!models--anthracite-core--Mistral-Small-3.2-24B-Instruct-2506-Text-Only
+parameters:
+  lambda: 1.0
+  normalize: false
+  int8_mask: false
+dtype: float32
+out_dtype: bfloat16
+tokenizer:
+  source: union
+chat_template: auto
+name: 👺 Asmodeus-24B-v1