LLM Similarity Measurement on Model Fine-tuning
99Similarity ScorePCS
Evaluation Results
| Method | Links | |
|---|---|---|
| PCSFine-tuned Model Variant=llama2-7b-hf-instruction-lora2026.07 | 99 | |
| Spectral SignatureFine-tuned Model Variant=llama2-7b-hf-instruction-lora2026.07 | 99 | |
| PCSFine-tuned Model Variant=vicuna-v1.52026.07 | 99 | |
| REEFFine-tuned Model Variant=vicuna-v1.52026.07 | 99 | |
| GhostSpecFine-tuned Model Variant=vicuna-v1.52026.07 | 99 | |
| Spectral SignatureFine-tuned Model Variant=vicuna-v1.52026.07 | 99 | |
| PCSFine-tuned Model Variant=Nous-Hermes-llama-2-7b2026.07 | 99 | |
| LogitsFine-tuned Model Variant=Nous-Hermes-llama-2-7b2026.07 | 99 | |
| REEFFine-tuned Model Variant=Nous-Hermes-llama-2-7b2026.07 | 99 | |
| GhostSpecFine-tuned Model Variant=Nous-Hermes-llama-2-7b2026.07 | 99 | |
| Spectral SignatureFine-tuned Model Variant=Nous-Hermes-llama-2-7b2026.07 | 99 | |
| REEFFine-tuned Model Variant=chinese-llama-2-7b2026.07 | 99 | |
| PCSFine-tuned Model Variant=Llama-2-7b-hf-instruct-pl-lora_unload2026.07 | 99 | |
| LogitsFine-tuned Model Variant=Llama-2-7b-hf-instruct-pl-lora_unload2026.07 | 99 | |
| Spectral SignatureFine-tuned Model Variant=Llama-2-7b-hf-instruct-pl-lora_unload2026.07 | 99 | |
| REEFFine-tuned Model Variant=chinese-alpaca-2-7b2026.07 | 99 | |
| LogitsFine-tuned Model Variant=llama2-7b-hf-instruction-lora2026.07 | 98 | |
| GhostSpecFine-tuned Model Variant=llama2-7b-hf-instruction-lora2026.07 | 98 | |
| Spectral SignatureFine-tuned Model Variant=chinese-llama-2-7b2026.07 | 97 | |
| Spectral SignatureFine-tuned Model Variant=chinese-alpaca-2-7b2026.07 | 97 | |
| PCSFine-tuned Model Variant=chinese-alpaca-2-7b2026.07 | 95 | |
| PCSFine-tuned Model Variant=chinese-llama-2-7b2026.07 | 93 | |
| GhostSpecFine-tuned Model Variant=Llama-2-7b-hf-instruct-pl-lora_unload2026.07 | 87 | |
| GhostSpecFine-tuned Model Variant=chinese-alpaca-2-7b2026.07 | 83 | |
| GhostSpecFine-tuned Model Variant=chinese-llama-2-7b2026.07 | 80 | |
| LogitsFine-tuned Model Variant=vicuna-v1.52026.07 | 79 | |
| REEFFine-tuned Model Variant=llama2-7b-hf-instruction-lora2026.07 | 77 | |
| LogitsFine-tuned Model Variant=chinese-alpaca-2-7b2026.07 | 56 | |
| REEFFine-tuned Model Variant=Llama-2-7b-hf-instruct-pl-lora_unload2026.07 | 14 | |
| LogitsFine-tuned Model Variant=chinese-llama-2-7b2026.07 | 3 |