| # Original Dataset + Tokenized Data + (Buggy + Fixed Embedding Pairs) + Difference Embeddings | |
| ## Overview | |
| This repository contains 4 related datasets for [your use case]: | |
| ## Datasets Included | |
| ### 1. Original Dataset (`train-00000-of-00001.parquet`) | |
| - **Description**: Legacy RunBugRun Dataset | |
| - **Format**: Parquet file with buggy-fixed code pairs, bug labels, and language | |
| - **Size**: 456,749 samples | |
| - **Load with**: dataset = load_dataset("NicholasOgenstad/my-runbugrun-dataset-filtered", split="train") | |
| ### 2. Difference Embeddings (`diff_embeddings_chunk_XXXX.pkl`) | |
| - **Description**: ModernBERT-large embeddings for buggy-fixed pairs. The difference is Fixed embedding - Buggy embedding. 1024 dimensional vector. | |
| - **Format**: Pickle file with XXXX arrays | |
| - **Dimensions**: 456,749 × 1024, split among the different files, most 20000, last one shorter. | |
| - **Load with**: XXXX | |
| ### 3. Tokens (`token_embeddings.pkl`) | |
| - **Description**: Original Dataset tokenized, pairs of Buggy and Fixed code. | |
| - **Format**: Pickle file XXXX | |
| - **Load with**: XXXX | |
| ### 4. Buggy + Fixed Embeddings(`tokenized_data.json`) | |
| - **Description**: Preprocessed tokenized sequences | |
| - **Format**: Pickle file XXXX | |
| - **Load with**: XXXX | |
| ## Usage Examples | |
| ```python | |
| # Load original dataset | |
| # Load tokens | |
| # Load diff embeddings | |
| # Load buggy fixed embedding pairs | |