Instructions to use darkc0de/XORTRON.CriminalComputing.LARGE.2026.3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use darkc0de/XORTRON.CriminalComputing.LARGE.2026.3 with Transformers:

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

pipe = pipeline("text-generation", model="darkc0de/XORTRON.CriminalComputing.LARGE.2026.3")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("darkc0de/XORTRON.CriminalComputing.LARGE.2026.3")
model = AutoModelForCausalLM.from_pretrained("darkc0de/XORTRON.CriminalComputing.LARGE.2026.3")
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 darkc0de/XORTRON.CriminalComputing.LARGE.2026.3 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "darkc0de/XORTRON.CriminalComputing.LARGE.2026.3"
# 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/XORTRON.CriminalComputing.LARGE.2026.3",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/darkc0de/XORTRON.CriminalComputing.LARGE.2026.3

SGLang

How to use darkc0de/XORTRON.CriminalComputing.LARGE.2026.3 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/XORTRON.CriminalComputing.LARGE.2026.3" \
    --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/XORTRON.CriminalComputing.LARGE.2026.3",
		"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/XORTRON.CriminalComputing.LARGE.2026.3" \
        --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/XORTRON.CriminalComputing.LARGE.2026.3",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use darkc0de/XORTRON.CriminalComputing.LARGE.2026.3 with Docker Model Runner:
```
docker model run hf.co/darkc0de/XORTRON.CriminalComputing.LARGE.2026.3
```

Any chance for CriminalComputingConfig.2026 release?

by Lintrarius - opened Mar 3

Discussion

Lintrarius

Mar 3

•

edited Mar 3

Hello! Thank you for your work!

Could we hope for the release of XortronCriminalComputingConfig.2026 (Mistral 24B)? In my opinion, this is the best uncensored model on Hugging Face and a perfect example of truly fine-tuned work. It’s not just uncensored — it’s elegant. A context window of 130 K would make it the absolute champion in the mid-weight category. We are eagerly awaiting the return of the legend!

darkc0de

Owner Mar 18

Give this one a try:
darkc0de/XORTRON.CriminalComputing.2026.27B.Instruct

Lintrarius

Apr 4

Xortron Qwen 3.5 is a great model, yes. But XortronCCC Mistral 24B is the all‑time favourite — my go‑to code.

I understand that I have no right to ask you to update it, and you probably have plenty of other work to do. I just want you to know: if you do decide to update XortronCriminalComputingConfig, you already have fans who will welcome it with great enthusiasm.

(Please accept my apologies for my English; it is not my native language.)

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