| [ | |
| { | |
| "Rank": 0, | |
| "Method": "Random Avg", | |
| "Attribution Method Type": "Other", | |
| "Model": "Llama-3.1-8B", | |
| "Model Size": "8B", | |
| "MMLU": 60.2, | |
| "GSM8K": 59.6, | |
| "BBH": 65.6, | |
| "Paper/Code/Contact Link": "" | |
| }, | |
| { | |
| "Rank": 0, | |
| "Method": "BM25", | |
| "Attribution Method Type": "Lexical", | |
| "Model": "Llama-3.1-8B", | |
| "Model Size": "8B", | |
| "MMLU": 59.5, | |
| "GSM8K": 60.2, | |
| "BBH": 62.5, | |
| "Paper/Code/Contact Link": "" | |
| }, | |
| { | |
| "Rank": 0, | |
| "Method": "Rep Sim", | |
| "Attribution Method Type": "Similarity", | |
| "Model": "Llama-3.1-8B", | |
| "Model Size": "8B", | |
| "MMLU": 61.2, | |
| "GSM8K": 59.2, | |
| "BBH": 65.9, | |
| "Paper/Code/Contact Link": "" | |
| }, | |
| { | |
| "Rank": 0, | |
| "Method": "RDS+", | |
| "Attribution Method Type": "Similarity", | |
| "Model": "Llama-3.1-8B", | |
| "Model Size": "8B", | |
| "MMLU": 62.4, | |
| "GSM8K": 59.6, | |
| "BBH": 66.9, | |
| "Paper/Code/Contact Link": "" | |
| }, | |
| { | |
| "Rank": 0, | |
| "Method": "Grad Sim", | |
| "Attribution Method Type": "Gradient", | |
| "Model": "Llama-3.1-8B", | |
| "Model Size": "8B", | |
| "MMLU": 58.4, | |
| "GSM8K": 57.8, | |
| "BBH": 65.5, | |
| "Paper/Code/Contact Link": "" | |
| }, | |
| { | |
| "Rank": 0, | |
| "Method": "LESS (optimizer)", | |
| "Attribution Method Type": "Gradient", | |
| "Model": "Llama-3.1-8B", | |
| "Model Size": "8B", | |
| "MMLU": 60, | |
| "GSM8K": 59.5, | |
| "BBH": 64.2, | |
| "Paper/Code/Contact Link": "" | |
| } | |
| ] |