Darkforest
Darkforest is a private merged checkpoint for authorized defensive cybersecurity research.
Intended Use
Darkforest is intended for authorized defensive workflows only, including:
- CTF and lab analysis
- secure code review
- vulnerability explanation
- detection engineering
- exploit reproduction in owned test environments
- malware analysis at a defensive or forensic level
Restrictions
Do not use this model for unauthorized access, credential theft, malware deployment, phishing, evasion, botnets, fraud, or real-world harm.
Loading
from transformers import AutoModelForCausalLM, AutoTokenizer
model_id = "BlackwoodAI/Darkforest"
tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained(
model_id,
trust_remote_code=True,
device_map="auto",
)
Serving
This checkpoint can be served with vLLM as an OpenAI-compatible endpoint.
Notes
This is a private research checkpoint. Evaluate before relying on it for any workflow.