Instructions to use darkc0de/XortronCriminalComputingConfig with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use darkc0de/XortronCriminalComputingConfig with Transformers:

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

pipe = pipeline("text-generation", model="darkc0de/XortronCriminalComputingConfig")
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("darkc0de/XortronCriminalComputingConfig")
model = AutoModelForCausalLM.from_pretrained("darkc0de/XortronCriminalComputingConfig", 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]:]))

Inference
Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use darkc0de/XortronCriminalComputingConfig with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "darkc0de/XortronCriminalComputingConfig"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "darkc0de/XortronCriminalComputingConfig",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/darkc0de/XortronCriminalComputingConfig

SGLang

How to use darkc0de/XortronCriminalComputingConfig 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 "darkc0de/XortronCriminalComputingConfig" \
    --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": "darkc0de/XortronCriminalComputingConfig",
		"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 "darkc0de/XortronCriminalComputingConfig" \
        --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": "darkc0de/XortronCriminalComputingConfig",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use darkc0de/XortronCriminalComputingConfig with Docker Model Runner:
```
docker model run hf.co/darkc0de/XortronCriminalComputingConfig
```

XortronCriminalComputingConfig

Commit History

Feb 20

10:06
# GhosTech Unlock Suite **GhosTech Unlock Suite** is a lightweight, modular toolset designed for rapid device‑side diagnostics, unlock logic, and developer utilities. Built with the same architectural discipline behind the GhosTech ecosystem, this Space delivers a clean, reliable interface for testing, showcasing, or extending your unlock‑flow logic. ## ✦ Features - Modular unlock and diagnostic routines - Clean UI for quick testing inside a Hugging Face Space - Designed for portability, clarity, and future expansion - Fully protected under the GhosTech License ## ✦ Project Status This Space is an early public release. Core modules are stable, and additional components will be added as the suite expands. ## ✦ License This project is licensed under the **GhosTech License**. See the full license text in `LICENSE`. ## ✦ Author Created by **Daniel Sielaff (GhosTech)** — founder, architect, and designer of the GhosTech ecosystem.

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