---
license: other
shadowcrafter_release:
  status: Official Release
  visibility: public
  commercial_use: false
  release_id: v1.0
  repository: KaztoRay/ShadowCrafter-9B
  candidate_checkpoint_sha256: 969ffa8f3d97b384115b234b1cedf9a74106af1e0de671752a44f712fc08e955
shadowcrafter_evaluation:
  status: measured
  benchmark: AI4Sec/cti-bench
  revision: 9237e1636ee3e168fbe5ebdcc1c571de0525e568
  dataset_sha256: e9e527ea138fd2e97a5f2384d33a59f8b79cbb4079b59e30da922d5c2c58dddb
  sample_count: 5533
  accuracy: 0.46267847460690403
  balanced_accuracy: 0.11099531529752059
  macro_f1: 0.06748865815073803
  quality_target_met: false
---
# ShadowCrafter-9B Official Release

Version: `v1.0`  
Developed by KaztoRay. Fine-tuned from ornith-ai/Ornith-1.5-9B.

This is a public, noncommercial Official Release for defensive cybersecurity research. It is not a performance guarantee or authorization for unsanctioned access.

Frozen CTIBench accuracy: `0.462678`  
Balanced accuracy: `0.110995`  
Macro-F1: `0.067489`  
95% target met: `no`