Update README.md

README.md

@@ -1,5 +1,5 @@
 ---
-license: apache-2.0
+license: cc-by-sa-4.0
 task_categories:
 - text-classification
 - token-classification
@@ -9,7 +9,7 @@ task_categories:
 tags:
 - dataset
 - balochi
-- baluchi 
+- baluchi
 size_categories:
 - 100K<n<1M
 ---
@@ -49,50 +49,7 @@ The dataset includes monolingual Balochi text, multilingual translation corpora,
 
 ---
 
-## Folder Structure
-
-```
-C:.
-├───dataset
-│   │   Balochi Multilingual Corpus-v2.json
-│   │   Balochi_english-translation_corpus.json
-│   ├───splits
-│   │   │   balochi_to_english.json
-│   │   │   balochi_to_persian.json
-│   │   │   balochi_to_urdu.json
-│   └───text files
-│           balochi-only.csv
-│           monolingual_balochi.txt
-├───tokenizer
-│       tokenizer-balochi-v2.json
-└───tools used to create this dataset
-        Bal_Tokenizer.py
-        create-json-format.py
-```
 
----
-
-## Custom Tokenizer
-
-This dataset includes a custom tokenizer tailored to the Balochi language. The tokenizer has been optimized for encoding Balochi text effectively for generative tasks.
-
-### Sample Outputs:
-
-**Original**: تو کہاں گئے؟
-
-**Encoded**: `[0, 54, 42, 8, 4559, 3, 1]`
-
-**Original**: یہ کنغ پسند کنئے؟
-
-**Encoded**: `[0, 6, 14, 8997, 2066, 2094, 3, 1]`
-
-**Original**: بلی شتگ کور ء اے کسہ ء دمی کارست اتمان ء کسہ ء دمی بهر انت انچو کہ من اول سرا گشتگ ات کہ اے کسہ دو بهر ء انت یکے نبشتہ کار ء وتی کیز ء بندانی سر گوستیں اے بهر ء اولی کسہ پلی مین ء کپتگ ات ء دمی بهر انت
-
-**Encoded**: `[0, 1516, 575, 430, 5, 91, 1053, 5, 11332, 2940, 18035, 5, 1053, 5, 11332, 1234, 32, 1133, 42, 53, 709, 246, 1410, 29, 42, 91, 1053, 63, 1234, 5, 32, 662, 539, 67, 5, 122, 73, 34, 5, 7822, 43, 545, 10, 91, 1234, 5, 618, 1053, 2504, 636, 5, 579, 29, 5, 11332, 1234, 32, 1]`
-
-The tokenizer supports tokenized outputs for various use cases, ensuring compatibility with machine learning frameworks such as Hugging Face.
-
----
 
 ## Dataset Highlights
 
@@ -129,35 +86,8 @@ The dataset is released under the **CC-BY-SA 4.0** license. This means you can u
 
 ## Acknowledgments
 
-This dataset is a result of efforts to preserve and enhance computational resources for the Balochi language. The tools and scripts provided alongside this dataset were instrumental in its creation.
-
----
-
-## Usage Instructions
-
-1. **Download and Preprocess**:
-   - Use the provided JSON files for training data.
-   - Scripts in the `tools` folder can be used to preprocess the data.
-
-2. **Tokenizer Integration**:
-   - Load the custom tokenizer using the provided `tokenizer-balochi-v2.json`.
-   - Example:
+This dataset is a result of efforts to preserve and enhance computational resources for the Balochi language. 
 
-     ```python
-     from transformers import PreTrainedTokenizerFast
-
-     tokenizer = PreTrainedTokenizerFast(tokenizer_file="path/to/tokenizer-balochi-v2.json")
-     encoded = tokenizer.encode("تو کہاں گئے؟")
-     print(encoded)
-     ```
-
-3. **Model Training**:
-   - Use frameworks like Hugging Face to fine-tune LLMs on this dataset.
-
-4. **Applications**:
-   - Develop chatbots, translation systems, or other generative applications in Balochi.
-
----
 
-For further details or contributions, feel free to reach out or submit issues to the project repository.
 
+For further details or contributions, feel free to reach out or submit issues to the project repository.