Lineage Verification on LeaFBench Large-scale finetuning
10SeedPrints pSeedPrints
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SeedPrintsModel=Llama-2-finance-7B, # Tokens=5M2025.09 | 10 | — | — | — | — | |
| SeedPrintsModel=Vicuna-1.5-7B, # Tokens=370M2025.09 | 10 | — | — | — | — | |
| SeedPrintsModel=Wizardmath-7B, # Tokens=1.8B2025.09 | 10 | — | — | — | — | |
| SeedPrintsModel=Meditron-7B, # Tokens=48B2025.09 | 10 | — | — | — | — | |
| SeedPrintsModel=CodeLlama-7B, # Tokens=500B2025.09 | 10 | — | — | — | — | |
| SeedPrintsModel=Llemma-7B, # Tokens=700B2025.09 | 10 | — | — | — | — | |
| ICSModel=Llama-2-finance-7B, # Tokens=5M2025.09 | — | — | — | — | 0.9952 | |
| ICSModel=Vicuna-1.5-7B, # Tokens=370M2025.09 | — | — | — | — | 0.9949 | |
| ICSModel=Wizardmath-7B, # Tokens=1.8B2025.09 | — | — | — | — | 0.9994 | |
| ICSModel=Meditron-7B, # Tokens=48B2025.09 | — | — | — | — | 0.9817 | |
| ICSModel=CodeLlama-7B, # Tokens=500B2025.09 | — | — | — | — | 0.3369 | |
| ICSModel=Llemma-7B, # Tokens=700B2025.09 | — | — | — | — | 0.2905 | |
| IntrinsicModel=Llama-2-finance-7B, # Tokens=5M2025.09 | — | 1 | — | — | — | |
| IntrinsicModel=Vicuna-1.5-7B, # Tokens=370M2025.09 | — | 1 | — | — | — | |
| IntrinsicModel=Wizardmath-7B, # Tokens=1.8B2025.09 | — | 1 | — | — | — | |
| IntrinsicModel=Meditron-7B, # Tokens=48B2025.09 | — | 0.999 | — | — | — | |
| IntrinsicModel=CodeLlama-7B, # Tokens=500B2025.09 | — | 0.948 | — | — | — | |
| IntrinsicModel=Llemma-7B, # Tokens=700B2025.09 | — | 0.947 | — | — | — | |
| PCSModel=Llama-2-finance-7B, # Tokens=5M2025.09 | — | — | — | 0.9979 | — | |
| PCSModel=Vicuna-1.5-7B, # Tokens=370M2025.09 | — | — | — | 0.9985 | — | |
| PCSModel=Wizardmath-7B, # Tokens=1.8B2025.09 | — | — | — | 1 | — | |
| PCSModel=Meditron-7B, # Tokens=48B2025.09 | — | — | — | 1 | — | |
| PCSModel=CodeLlama-7B, # Tokens=500B2025.09 | — | — | — | 0.6863 | — | |
| PCSModel=Llemma-7B, # Tokens=700B2025.09 | — | — | — | 0.6682 | — | |
| REEFModel=Llama-2-finance-7B, # Tokens=5M2025.09 | — | — | 0.995 | — | — | |
| REEFModel=Vicuna-1.5-7B, # Tokens=370M2025.09 | — | — | 0.9985 | — | — | |
| REEFModel=Wizardmath-7B, # Tokens=1.8B2025.09 | — | — | 0.9979 | — | — | |
| REEFModel=Meditron-7B, # Tokens=48B2025.09 | — | — | 0.9978 | — | — | |
| REEFModel=CodeLlama-7B, # Tokens=500B2025.09 | — | — | 0.9947 | — | — | |
| REEFModel=Llemma-7B, # Tokens=700B2025.09 | — | — | 0.9984 | — | — |