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README.md

@@ -1,3 +1,42 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+language:
+- sd
+- en
+tags:
+- llama
+- sindhi
+- multilingual
+base_model: meta-llama/Llama-3.1-8B
+---
+
+# Llama 3.1 8B Sindhi
+
+This is a fine-tuned version of Llama 3.1 8B for Sindhi language tasks.
+
+## Model Details
+- **Base Model**: Meta Llama 3.1 8B
+- **Language**: Sindhi (sd), English (en)
+- **License**: Apache 2.0
+
+## Usage
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+tokenizer = AutoTokenizer.from_pretrained("engineerWajid/llama3.18b_sindhi")
+model = AutoModelForCausalLM.from_pretrained("engineerWajid/llama3.18b_sindhi")
+
+# Example usage
+text = "Your Sindhi text here"
+inputs = tokenizer(text, return_tensors="pt")
+outputs = model.generate(**inputs, max_length=100)
+response = tokenizer.decode(outputs[0], skip_special_tokens=True)
+print(response)
+```
+
+## Training
+This model was trained using Kaggle infrastructure.
+
+## Limitations
+Please refer to the base model's limitations and add any specific limitations for this fine-tuned version.