Meta-Llama-3.1-8B-Instruct_fine_tuned

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base2 results

Data IntegrationonAbt-Buy
F1 (%)· 2024-09-12
87.34
best: 95.78 (gpt4-0613_zeroshot)
Fine-tuning Large Language Models for Entity Matching arXiv:2409.08185
Data IntegrationonAmazon-Google
F1 (%)· 2024-09-12
50
best: 85.21 (gpt4-0613_fewshot-10)
Fine-tuning Large Language Models for Entity Matching arXiv:2409.08185

Natural Language Processing2 results

Entity ResolutiononAbt-Buy
F1 (%)· 2024-09-12
87.34
best: 95.78 (gpt4-0613_zeroshot)
Fine-tuning Large Language Models for Entity Matching arXiv:2409.08185
Entity ResolutiononAmazon-Google
F1 (%)· 2024-09-12
50
best: 85.21 (gpt4-0613_fewshot-10)
Fine-tuning Large Language Models for Entity Matching arXiv:2409.08185