Training
- Method: QLoRA with Unsloth + TRL SFT
- Base model:
huihui-ai/Huihui-gemma-4-E4B-it-abliterated
- Dataset:
tomvaillant/investigative-journalism-training
- Task: assistant responses for investigative reporting, OSINT tool selection, evidence handling, verification, media law, and ethics
Sources And Attribution
Training data: tomvaillant/investigative-journalism-training — 687 instruction/response pairs synthesized by Claude Opus 4.6 (Anthropic) from the Buried Signals OSINT and investigative-journalism corpus: OSINT Navigator tool data, Indicator Media briefings, Buried Signals investigative skills, GIJN, Bellingcat, Verification Handbook 3, SPJ Code of Ethics, RCFP, and public manuals from UNESCO, Al Jazeera Media Institute, CiFAR, CIPE, and EJF/TEMPO Institute.
See the dataset card for the full source list, licenses, and per-partner attribution.
Intended Use
This model is intended to support journalists and researchers with investigative planning, OSINT methodology, source triangulation, tool selection, and structured verification workflows. Outputs should be treated as leads and drafts, not as independently verified facts.
This was trained with Unsloth.