Update README.md

README.md

@@ -12,17 +12,17 @@ This repository contains 4 related datasets for training a transformation from b
 - **Load with**: 
 ```python
 from datasets import load_dataset
-
 dataset = load_dataset(
     "ASSERT-KTH/RunBugRun-Final",
     split="train"
 )
 buggy = dataset['buggy_code']
 fixed = dataset['fixed_code']
+```
 
 ### 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
+- **Format**: Pickle file
 - **Dimensions**: 456,749 × 1024, split among the different files, most 20000, last one shorter.
 - **Load with**:
 ```python
@@ -41,10 +41,11 @@ for chunk_num in range(23):
     with open(file_path, 'rb') as f:
         data = pickle.load(f)
         diff_embeddings.extend(data.tolist())
+```
 
 ### 3. Tokens (`token_embeddings.pkl`)
 - **Description**: Original Dataset tokenized, pairs of Buggy and Fixed code.
-- **Format**: Pickle file XXXX
+- **Format**: Pickle file
 - **Load with**:
 ```python
 from huggingface_hub import hf_hub_download
@@ -62,10 +63,11 @@ for chunk_num in range(23):
     with open(file_path, 'rb') as f:
         data = pickle.load(f)
         tokenized_data.extend(data)
+```
 
 ### 4. Buggy + Fixed Embeddings (`tokenized_data.json`)
 - **Description**: Preprocessed tokenized sequences
-- **Format**: Pickle file with dictionaries containing 'buggy_embeddings' and 'fixed_embeddings' keys
+- **Format**: Pickle file
 - **Load with**:
 ```python
 from huggingface_hub import hf_hub_download
@@ -85,4 +87,4 @@ for chunk_num in range(23):
         data = pickle.load(f)
         buggy_list.extend(data['buggy_embeddings'].tolist())
         fixed_list.extend(data['fixed_embeddings'].tolist())
-
+```