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Kalithos-C1-SFT
mdomina/Kalithos-C1-SFT
Kalithos-C1-SFT is a text generation model from mdomina. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
mdomina/Kalithos-C1 con l'adapter comportamentale SFT-LoRA fuso nei pesi (red/blue-team, ragionamento <think, verdetto / MITRE / azione).
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.safetensors169 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen3_next
- Access
- Public
- Created
- Jul 15, 2026
- Updated
- Jul 16, 2026
- SHA
- 33f060bb
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Base models
Model card
From the Hugging Face model README
Qwen3-Coder-Next-Cyber-SFT
mdomina/Kalithos-C1 con l'adapter comportamentale SFT-LoRA fuso nei pesi
(red/blue-team, ragionamento <think>, verdetto / MITRE / azione).
Modello self-contained = base cyber + comportamento SFT. È il punto di partenza per il GRPO/RLVR
(la KL-reference). Equivalente a caricare base + Qwen3-Coder-Next-Cyber-SFT-lora, ma già fuso.
- Merge: 48 moduli attention (q/k/v/o_proj), scaling α/r = 2.0.
- Inferenza: usare
repetition_penalty ≈ 1.15e templateqwen3_coder. - Benchmark (dal base+adapter): CyberMetric-500 92.8%.
Vedi mdomina/Kalithos-C1 (base) e il repo kalithos-cybersec (recipes/sft-combined/, recipes/grpo/).
- Task
- Text Generation
- Library
- transformers
- Type
- qwen3_next
- License
- apache-2.0
- Created
- Jul 15, 2026
- Updated
- Jul 16, 2026