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gonglinyuan/safim

SAFIM Benchmark Syntax-Aware Fill-in-the-Middle (SAFIM) is a benchmark for evaluating Large Language Models (LLMs) on the code Fill-in-the-Middle (FIM) task. SAFIM has three subtasks: Algorithmic Block Completion, Control-Flow Expression Completion, and API Function Call Completion. SAFIM is sourced from code submitted from April 2022 to January 2023 to minimize the impact of data contamination on evaluation results. Authors: Linyuan Gong, Sida Wang, Mostafa Elhoushi, Alvin… See the full description on the dataset page: https://huggingface.co/datasets/gonglinyuan/safim.

Author / organizationgonglinyuan
License (as declared)cc-by-4.0
Downloads977 (as reported by Hugging Face)
Likes9
Created4 March 2024
Last updated at source8 November 2024
code-generationcode-infillingfill-in-the-middle
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  • 16 Oct 2026 Description: SAFIM Benchmark Syntax-Aware Fill-in-the-Middle (SAFIM) is a benchmark for evaluating Large Language Models (LLMs) on the code Fill-in-the-Middle (FIM) task. SAFIM has three subtasks: Algorithmic Block Completion, Control-Flow Expression Co → SAFIM Benchmark Syntax-Aware Fill-in-the-Middle (SAFIM) is a benchmark for evaluating Large Language Models (LLMs) on the code Fill-in-the-Middle (FIM) task. SAFIM has three subtasks: Algorithmic Block Completion, Control-Flow Expression Co

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