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add sample and usage to README

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README.md CHANGED
@@ -40,6 +40,43 @@ While `kn` translations are available in the NLLB dataset, their quality is poor
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  - Filtered: Minimum 5 words in both English and NLLB-translated Kannada texts
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  - Train-test split: 2:1 ratio
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  ## Use Cases
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  - Evaluating NLLB translations for English-Kannada
 
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  - Filtered: Minimum 5 words in both English and NLLB-translated Kannada texts
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  - Train-test split: 2:1 ratio
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+
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+ ## Sample Dataset
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+
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+ | en | kn | kn_nllb |
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+ |---|---|---|
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+ | The weather is beautiful today. | ಇಂದು ಹವಾಮಾನ ಅದ್ಭುತವಾಗಿದೆ. | ಇಂದು ಹವಾಮಾನ ಸುಂದರವಾಗಿದೆ. |
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+ | I love reading interesting books. | ನಾನು ಆಸಕ್ತಿದಾಯಕ ಪುಸ್ತಕಗಳನ್ನು ಓದಲು ಇಷ್ಟಪಡುತ್ತೇನೆ. | ನಾನು ಆಸಕ್ತಿದಾಯಕ ಪುಸ್ತಕಗಳನ್ನು ಓದಲು ಪ್ರೀತಿಸುತ್ತೇನೆ. |
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+
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+ ## Loading the Dataset
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+
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+ ### Using Pandas
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+ ```python
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+ import pandas as pd
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+
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+ # Load individual splits
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+ train_df = pd.read_csv('train.csv')
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+ test_df = pd.read_csv('test.csv')
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+ valid_df = pd.read_csv('validation.csv')
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+ ```
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+
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+ ### Using HuggingFace 🤗 Datasets
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+ ```python
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+ from datasets import load_dataset
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+
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+ # Load from HuggingFace Hub
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+ dataset = load_dataset("username/mt-nllb-en-kn")
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+
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+ # Access splits
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+ train_data = dataset["train"]
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+ test_data = dataset["test"]
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+ validation_data = dataset["validation"]
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+
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+ # Example usage
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+ print(train_data[0]) # Print first example
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+ ```
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+
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+
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  ## Use Cases
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  - Evaluating NLLB translations for English-Kannada