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| Attribute | Value |
|---|---|
| Developer | QuantumIndSSI Ltd |
| Base Model | Qwen/Qwen2-0.5B-Instruct |
| Architecture | Transformer decoder (causal LM) |
| Fine-tuning Method | LoRA (Low-Rank Adaptation) |
| LoRA Rank | 16 |
| LoRA Alpha | 32 |
| License | apache-2.0 |
| Metric | Score |
|---|---|
| Perplexity | 1.59 |
| Task Quality | 87.5% |
| Train Loss | 0.300 |
| Eval Loss | 0.073 |
1model_id = "quantumindssi/02_post_quantum_key_migration_advisor"
2from transformers import AutoModelForCausalLM, AutoTokenizer
3model = AutoModelForCausalLM.from_pretrained(model_id)
4tokenizer = AutoTokenizer.from_pretrained(model_id)1@misc{quantuml2026,
2 title={Post-Quantum Key Migration Advisor},
3 author={QuantumIndSSI},
4 year={2026},
5 howpublished={\url{https://huggingface.co/quantumindssi}}
6}