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README.md

@@ -72,8 +72,8 @@ Data preprocessing included:
 ```python
 from transformers import GPT2LMHeadModel, GPT2Tokenizer
 
-model = GPT2LMHeadModel.from_pretrained("your-username/gpt2_assamese_model")
-tokenizer = GPT2Tokenizer.from_pretrained("your-username/gpt2_assamese_model")
+model = GPT2LMHeadModel.from_pretrained("BharatVLM/AssameseGPT2")
+tokenizer = GPT2Tokenizer.from_pretrained("BharatVLM/AssameseGPT2")
 
 prompt = "অসমৰ ইতিহাস"
 inputs = tokenizer(prompt, return_tensors="pt")
@@ -81,3 +81,33 @@ outputs = model.generate(**inputs, max_length=50, do_sample=True)
 print(tokenizer.decode(outputs[0], skip_special_tokens=True))
 ```
 
+## 📄 License
+
+This model is released under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license.
+Commercial use is not permitted. Use is allowed for academic and research purposes only.
+
+## 📬 Citation
+
+Please cite this model as:
+
+@misc{assamesegpt2,
+  author = {Your Name},
+  title = {Assamese GPT-2 Model},
+  year = 2025,
+  howpublished = {\url{https://huggingface.co/BharatVLM/AssameseGPT2}},
+  note = {Trained using IndicCorpV2 and OSCAR corpora}
+}
+
+## 🧰 Framework Versions
+
+- Transformers: 4.52.0.dev0
+
+- PyTorch: 2.5.1+cu121
+
+- Datasets: 3.6.0
+
+- Tokenizers: 0.21.1
+
+
+## Contact Us
+For questions or academic collaboration, please contact: [email protected].