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melusina-cli
jarohullowicki/melusina-cli
melusina-cli is a text generation model from jarohullowicki. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.
JFP-Core-v1 command-line interface Jaro Flash Protocol v16E.0.0 · Qwen2.5-1.5B + LoRA
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Public
Updated Jun 23, 2026
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At a glance
- Task
- Text Generation
- License
- apache-2.0
- Access
- Public
- Created
- Jun 23, 2026
- Updated
- Jun 23, 2026
- SHA
- 0026ebd8
Try a prompt
Model card
From the Hugging Face model README
🌊 MELUSINA CLI
JFP-Core-v1 command-line interface
Jaro Flash Protocol v16E.0.0 · Qwen2.5-1.5B + LoRA
Instalacja
cd ~/melusina-cli
bash install.sh
Lub ręcznie:
pip install -e .
Komendy
| Komenda | Opis |
|---|---|
melusina chat | Pętla rozmowy z modelem (mock lub prawdziwy) |
melusina teach | Agent TEACHER — interaktywna nauka JFP |
melusina test N | Agent TESTER — N testów z datasetu |
melusina inspect | Pokaż constitution.jfp |
melusina history | Audit log |
melusina finetune | Uruchom LoRA fine-tuning |
melusina info | Informacje o modelu i środowisku |
Przykłady
# Rozmowa (mock engine — bez GPU)
melusina chat
# Rozmowa z prawdziwym modelem (wymaga ~3GB RAM/VRAM)
melusina chat --load-model
# TEACHER — poziom 1 (SIGNAL_UNKNOWN / SIGNAL_DENY)
melusina teach --level 1
# TEACHER — poziom 3 (pipeline orchestration)
melusina teach --level 3
# TESTER — 100 testów (mock heurystyka)
melusina test 100
# TESTER — 50 testów z prawdziwym modelem
melusina test 50 --model
# Pokaż constitution.jfp
melusina inspect
# Pokaż ostatnie 30 wpisów audit logu
melusina history --n 30
# Fine-tuning (dry-run)
melusina finetune --dry-run
# Informacje o środowisku
melusina info
Struktura
melusina/
├── cli.py ← Click entrypoint
├── core/
│ ├── model.py ← Lazy singleton: Qwen2.5-1.5B + LoRA adapter
│ ├── interceptor.py ← JFP signal detection (DENY/UNKNOWN/LEARNING/BC)
│ └── constitution.py ← ~/.jfp/constitution.jfp read/write
└── agents/
├── teacher.py ← TEACHER: 3 poziomy trudności
├── tester.py ← TESTER: N runów, zapisuje fails
└── explorer.py ← EXPLORER: stub (TODO)
Pliki danych
| Plik | Opis |
|---|---|
~/.jfp/constitution.jfp | Reguły BC (JSONL) |
~/.jfp/audit.jsonl | Audit log wszystkich zdarzeń |
~/.jfp/test_fails.jsonl | Błędy z TESTER |
~/.jfp/test_results.jsonl | Raporty z TESTER |
Model
- Base:
Qwen/Qwen2.5-1.5B-Instruct - Adapter:
jarohullowicki/Melusina-1.5B-JFP - Local:
~/Jjfp-core-v1/jfp-lora-adapter/ - GPU: AMD RX 9060 XT (ROCm) — env vars ustawiane automatycznie
Autor: Jarosław Andrzej Kuchta · JFP v16E.0.0 · 2026
- Task
- Text Generation
- License
- apache-2.0
- Languages
- en, pl
- Created
- Jun 23, 2026
- Updated
- Jun 23, 2026