# 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