Dataset · Hugging Face

Shuu12121/owl_code_search_hard_negative_datasets-Pre_kd

Name: owl_code_search_hard_negative_datasets-Pre_kd
Creator: Shuu12121
License: apache-2.0
Keywords: task_categories:feature-extraction, task_categories:sentence-similarity, language:code, license:apache-2.0, size_categories:10M<n<100M, format:parquet, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, region:us, code-search, hard-negatives, knowledge-distillation

Owl Code Search Hard Negative Datasets Knowledge Distillation (KD) ベースのハードネガティブ付きコード検索データセットです。コード検索モデルShuu12121/CodeSearch-ModernBERT-Crow-v3-large-len1024-Plusを教師モデルとして、各コメントと説明コメントのペアのデータセットから各クエリに対する関数の類似度スコアを計算し、ハードネガティブ（正解に類似しているが不正解の文書）を付与しています。概要目的: コード検索モデルの Contrastive Learning / Knowledge Distillation ファインチューニング言語: Go, Java, JavaScript, PHP, Python, Ruby, Rust, TypeScript（8言語）総サンプル数: 4,787,740 データサイズ: 8.73 GB（展開後） / 3.37 GB（ダウンロード時）フォーマット:… See the full description on the dataset page: https://huggingface.co/datasets/Shuu12121/owl_code_search_hard_negative_datasets-Pre_kd.

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Author / organization	Shuu12121
License (as declared)	apache-2.0
Downloads	137 (as reported by Hugging Face)
Likes	0
Created	7 March 2026
Last updated at source	8 March 2026

code-searchhard-negativesknowledge-distillationcontrastive-learningsentence-transformerscolbert

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