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Improved huggingface compatability

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  2. README.md +10 -1
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.gitattributes CHANGED
@@ -1 +1,3 @@
 
 
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  images/**/*.png filter=lfs diff=lfs merge=lfs -text
 
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+ images/** filter=lfs diff=lfs merge=lfs -text
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+ data/metadata.jsonl filter=lfs diff=lfs merge=lfs -text
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  images/**/*.png filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -21,7 +21,7 @@ The dataset is designed to be loaded using the Hugging Face `datasets` library:
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  from datasets import load_dataset
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  # Load the evaluation split
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- dataset = load_dataset("your-username/your-repo-name", split='test') # Replace with your HF repo name
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  # Example: Access the first question
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  example = dataset[0]
@@ -80,6 +80,15 @@ This repository contains scripts to run the benchmark evaluation directly:
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  ```bash
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  python src/benchmark_runner.py --config configs/benchmark_config.yaml --output_dir my_custom_results
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  ```
 
 
 
 
 
 
 
 
 
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  6. **Check Results:**
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  * Results for each model will be saved in subdirectories within the `results/` folder (or your custom output directory).
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  * Each model's folder (e.g., `results/provider/modelname_YYYYMMDD_HHMMSS`) will contain:
 
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  from datasets import load_dataset
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  # Load the evaluation split
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+ dataset = load_dataset("Reja1/jee-neet-benchmark", split='test') # Replace with your HF repo name
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  # Example: Access the first question
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  example = dataset[0]
 
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  ```bash
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  python src/benchmark_runner.py --config configs/benchmark_config.yaml --output_dir my_custom_results
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  ```
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+ * To run the benchmark on a specific exam paper, use the `--exam_name` and `--exam_year` arguments. Both must be provided:
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+ ```bash
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+ # Example: Run only NEET 2024 questions
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+ python src/benchmark_runner.py --config configs/benchmark_config.yaml --exam_name NEET --exam_year 2024
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+
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+ # Example: Run only NEET 2025 questions (assuming data exists)
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+ python src/benchmark_runner.py --config configs/benchmark_config.yaml --exam_name NEET --exam_year 2025
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+ ```
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+ Note: If using exam names with spaces, enclose them in quotes.
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  6. **Check Results:**
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  * Results for each model will be saved in subdirectories within the `results/` folder (or your custom output directory).
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  * Each model's folder (e.g., `results/provider/modelname_YYYYMMDD_HHMMSS`) will contain:
data/metadata.jsonl CHANGED
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_001.png", "question_id": "NEET_2024_T3_001", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [1]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_002.png", "question_id": "NEET_2024_T3_002", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_003.png", "question_id": "NEET_2024_T3_003", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_004.png", "question_id": "NEET_2024_T3_004", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_005.png", "question_id": "NEET_2024_T3_005", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_006.png", "question_id": "NEET_2024_T3_006", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [1]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_007.png", "question_id": "NEET_2024_T3_007", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_008.png", "question_id": "NEET_2024_T3_008", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_009.png", "question_id": "NEET_2024_T3_009", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [1]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_010.png", "question_id": "NEET_2024_T3_010", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [1]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_011.png", "question_id": "NEET_2024_T3_011", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_012.png", "question_id": "NEET_2024_T3_012", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_013.png", "question_id": "NEET_2024_T3_013", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_014.png", "question_id": "NEET_2024_T3_014", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_015.png", "question_id": "NEET_2024_T3_015", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_016.png", "question_id": "NEET_2024_T3_016", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [1]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_017.png", "question_id": "NEET_2024_T3_017", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_018.png", "question_id": "NEET_2024_T3_018", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [1]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_019.png", "question_id": "NEET_2024_T3_019", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_020.png", "question_id": "NEET_2024_T3_020", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_021.png", "question_id": "NEET_2024_T3_021", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_022.png", "question_id": "NEET_2024_T3_022", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_023.png", "question_id": "NEET_2024_T3_023", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_024.png", "question_id": "NEET_2024_T3_024", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_025.png", "question_id": "NEET_2024_T3_025", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [1, 3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_026.png", "question_id": "NEET_2024_T3_026", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_027.png", "question_id": "NEET_2024_T3_027", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_028.png", "question_id": "NEET_2024_T3_028", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_029.png", "question_id": "NEET_2024_T3_029", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_030.png", "question_id": "NEET_2024_T3_030", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_031.png", "question_id": "NEET_2024_T3_031", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_032.png", "question_id": "NEET_2024_T3_032", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_033.png", "question_id": "NEET_2024_T3_033", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_034.png", "question_id": "NEET_2024_T3_034", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_035.png", "question_id": "NEET_2024_T3_035", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_036.png", "question_id": "NEET_2024_T3_036", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_037.png", "question_id": "NEET_2024_T3_037", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_038.png", "question_id": "NEET_2024_T3_038", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_039.png", "question_id": "NEET_2024_T3_039", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_040.png", "question_id": "NEET_2024_T3_040", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_041.png", "question_id": "NEET_2024_T3_041", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_042.png", "question_id": "NEET_2024_T3_042", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_043.png", "question_id": "NEET_2024_T3_043", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_044.png", "question_id": "NEET_2024_T3_044", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_045.png", "question_id": "NEET_2024_T3_045", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_046.png", "question_id": "NEET_2024_T3_046", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_047.png", "question_id": "NEET_2024_T3_047", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [1]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_048.png", "question_id": "NEET_2024_T3_048", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_049.png", "question_id": "NEET_2024_T3_049", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_050.png", "question_id": "NEET_2024_T3_050", "exam_name": "NEET", "exam_year": 2024, "subject": "Physics", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_051.png", "question_id": "NEET_2024_T3_051", "exam_name": "NEET", "exam_year": 2024, "subject": "Chemistry", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_052.png", "question_id": "NEET_2024_T3_052", "exam_name": "NEET", "exam_year": 2024, "subject": "Chemistry", "question_type": "MCQ", "correct_answer": [2]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_053.png", "question_id": "NEET_2024_T3_053", "exam_name": "NEET", "exam_year": 2024, "subject": "Chemistry", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_054.png", "question_id": "NEET_2024_T3_054", "exam_name": "NEET", "exam_year": 2024, "subject": "Chemistry", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_055.png", "question_id": "NEET_2024_T3_055", "exam_name": "NEET", "exam_year": 2024, "subject": "Chemistry", "question_type": "MCQ", "correct_answer": [4]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_056.png", "question_id": "NEET_2024_T3_056", "exam_name": "NEET", "exam_year": 2024, "subject": "Chemistry", "question_type": "MCQ", "correct_answer": [3]}
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- {"image_path": "images/NEET_2024_T3/NEET_2024_T3_057.png", "question_id": "NEET_2024_T3_057", "exam_name": "NEET", "exam_year": 2024, "subject": "Chemistry", "question_type": "MCQ", "correct_answer": [1]}
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59
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images/NEET_2025_45/NEET_2025_45_023.png ADDED

Git LFS Details

  • SHA256: 578545800e232294947b55de4b7f7c184d77c7c7cbfaf45c43b7ee908853ef92
  • Pointer size: 130 Bytes
  • Size of remote file: 58.1 kB
images/NEET_2025_45/NEET_2025_45_024.png ADDED

Git LFS Details

  • SHA256: 51e9869309b111ebe52329c87405a57b281fd187129536573a07b502dc3c5f0f
  • Pointer size: 130 Bytes
  • Size of remote file: 62.5 kB
images/NEET_2025_45/NEET_2025_45_025.png ADDED

Git LFS Details

  • SHA256: 249aeffac2f49103c96d14466ca9541da4761df535b587d9ba394d9343a4de88
  • Pointer size: 130 Bytes
  • Size of remote file: 54 kB
images/NEET_2025_45/NEET_2025_45_026.png ADDED

Git LFS Details

  • SHA256: 89d666e862eaecee7de7c13b63868950b4f25a71bc3cadd5e9fe3375b8dfc6ac
  • Pointer size: 130 Bytes
  • Size of remote file: 58.8 kB
images/NEET_2025_45/NEET_2025_45_027.png ADDED

Git LFS Details

  • SHA256: 2deb6272396a9742065d5ae921a5504090868d3034e4ff58b6546900f108fc9c
  • Pointer size: 130 Bytes
  • Size of remote file: 75.7 kB
images/NEET_2025_45/NEET_2025_45_028.png ADDED

Git LFS Details

  • SHA256: 092bc99e188db53a81599af7ea702edb65d6729fc62a8080ebe14af1d4c2b518
  • Pointer size: 130 Bytes
  • Size of remote file: 55.7 kB
images/NEET_2025_45/NEET_2025_45_029.png ADDED

Git LFS Details

  • SHA256: f8b3195c03e20cb92bf686de5bec4431d4c4839b5230664820337462090fe76e
  • Pointer size: 130 Bytes
  • Size of remote file: 41.9 kB
images/NEET_2025_45/NEET_2025_45_030.png ADDED

Git LFS Details

  • SHA256: 47d49784e54a5a3d68cdfe5bc8705075c1de89f6712876331ba6a441bc037c2c
  • Pointer size: 130 Bytes
  • Size of remote file: 47.8 kB
images/NEET_2025_45/NEET_2025_45_031.png ADDED

Git LFS Details

  • SHA256: db0b708c541167a0afcfdc0f0e484e61fd498888679c08ae7b95d3a07d4786b9
  • Pointer size: 130 Bytes
  • Size of remote file: 44.9 kB
images/NEET_2025_45/NEET_2025_45_032.png ADDED

Git LFS Details

  • SHA256: 895cfc4ee47ad2b517f0164f56af7960986a88b9af6c6a54fe433ec1b2ca7bd0
  • Pointer size: 130 Bytes
  • Size of remote file: 28.8 kB
images/NEET_2025_45/NEET_2025_45_033.png ADDED

Git LFS Details

  • SHA256: d998fdc9b4ffd0ee7c8175ee8b5f5ab7d1554724018efc70621a7944d1ab8e76
  • Pointer size: 130 Bytes
  • Size of remote file: 13.6 kB
images/NEET_2025_45/NEET_2025_45_034.png ADDED

Git LFS Details

  • SHA256: 2f05f6a78d589c85f2003583098371a58a1a4c9b29c034bc0ef7343e0e96ede9
  • Pointer size: 130 Bytes
  • Size of remote file: 23.7 kB
images/NEET_2025_45/NEET_2025_45_035.png ADDED

Git LFS Details

  • SHA256: cdd3333bb5fe1dd116dea20216dcfd9b719375ee957be6cc4f811732a303a7c8
  • Pointer size: 130 Bytes
  • Size of remote file: 44.7 kB
images/NEET_2025_45/NEET_2025_45_036.png ADDED

Git LFS Details

  • SHA256: 1cf8faa291f86546cb91eeef2dee2b07b08eaedc2bbd6f2684c04110c014ea05
  • Pointer size: 130 Bytes
  • Size of remote file: 47.5 kB
images/NEET_2025_45/NEET_2025_45_037.png ADDED

Git LFS Details

  • SHA256: 5e6999b129d27fd47b62d9c5dee544fc6d7dce1e43b664847f18c7f999def24d
  • Pointer size: 130 Bytes
  • Size of remote file: 27 kB
images/NEET_2025_45/NEET_2025_45_038.png ADDED

Git LFS Details

  • SHA256: d1a814d6cda1232026ef6d682bcf55ab2b2d2133f1c83e065935d80d694d61f2
  • Pointer size: 130 Bytes
  • Size of remote file: 64.9 kB
images/NEET_2025_45/NEET_2025_45_039.png ADDED

Git LFS Details

  • SHA256: 92bee23feb34480722c1ef5deb63d0002aac122a5737e106e5abdc783a8e629a
  • Pointer size: 130 Bytes
  • Size of remote file: 47.5 kB
images/NEET_2025_45/NEET_2025_45_040.png ADDED

Git LFS Details

  • SHA256: b3cdbcca65dfbeae48043dd8971dd3a98c719605cecd08a350748d07bd2bb9d5
  • Pointer size: 130 Bytes
  • Size of remote file: 42.2 kB
images/NEET_2025_45/NEET_2025_45_040A.png ADDED

Git LFS Details

  • SHA256: 11164be15c83ecd9eae09633f18bf7095863295b6db6f68ff5575a43982580ea
  • Pointer size: 130 Bytes
  • Size of remote file: 26.6 kB
images/NEET_2025_45/NEET_2025_45_040B.png ADDED

Git LFS Details

  • SHA256: df5c1d066fb3ea143795918ea6cc32b94000f0f07c020b1595821434feed49c9
  • Pointer size: 130 Bytes
  • Size of remote file: 15.6 kB
images/NEET_2025_45/NEET_2025_45_041.png ADDED

Git LFS Details

  • SHA256: 0e19cf73e08469a2045c78a40d27998b773841eaa13c208ad5594be1e4761018
  • Pointer size: 130 Bytes
  • Size of remote file: 40.8 kB
images/NEET_2025_45/NEET_2025_45_042.png ADDED

Git LFS Details

  • SHA256: 459e21f5fc940f2e7c1e3e8d52921a5f3b212479f26b89dabac63e34a3d4dbff
  • Pointer size: 130 Bytes
  • Size of remote file: 38.1 kB
images/NEET_2025_45/NEET_2025_45_043.png ADDED

Git LFS Details

  • SHA256: 27f0490dd6fb6521bacd49e2e81ef54e20997f761ee0cd467a3d4b8c0cd163d0
  • Pointer size: 130 Bytes
  • Size of remote file: 40 kB
images/NEET_2025_45/NEET_2025_45_044.png ADDED

Git LFS Details

  • SHA256: f3a9a98df163a783645a5dda4103bda923f2c58b3df3dbe394b5fdbb9dc28ba0
  • Pointer size: 130 Bytes
  • Size of remote file: 38.7 kB
images/NEET_2025_45/NEET_2025_45_045.png ADDED

Git LFS Details

  • SHA256: b605af0184569e9ac047903855eb23d0a094d363bceb84cce76551dbab57284f
  • Pointer size: 130 Bytes
  • Size of remote file: 23.6 kB