Update README.md

README.md

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 - sft
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+
+# Tamilan 2 - 9B Advanced Tamil Large Language Model
+
+**Introduction:**  
+Tamilan 2 is the latest version of the Tamil Large Language Model, designed to enhance understanding and generation of Tamil text.
+
+Gemma 2, instruction fine tuned on Tamil Alpaca Dataset
+
+**Key Features:**
+
+1. **Sizes:**
+   - 2B parameters
+   - 9B parameters
+   - 27B parameters
+
+2. **Quantization Levels:**
+   - 4-bit
+   - 8-bit
+   - 16-bit
+
+3. **Training Dataset:**
+   - Alpaca Tamil dataset - https://huggingface.co/datasets/abhinand/tamil-alpaca
+
+4. **Applications:**
+   - Content creation
+   - Customer support
+   - Educational tools
+   - Research
+
+5. **Deployment:**
+   - Supports efficient deployment and fine-tuning for various tasks
+
+**Usage:**
+
+- **Hugging Face:**
+  - [Tamilan-2 2B](https://huggingface.co/mervinpraison/tamilan-2-2b)
+  - [Tamilan-2 9B](https://huggingface.co/mervinpraison/tamilan-2-9b)
+  - [Tamilan-2 27B](https://huggingface.co/mervinpraison/tamilan-2-27b)
+
+- **Ollama:** [Tamilan-2 on Ollama](https://ollama.com/mervinpraison/tamilan-2)
+
+[<img src="https://github.com/MervinPraison/PraisonAI/blob/main/praisonai/public/logo_light.png?raw=true" width="200"/>](https://docs.praison.ai/)
+
 # Uploaded  model
 
 - **Developed by:** mervinpraison
 - **License:** apache-2.0
-- **Finetuned from model :** unsloth/gemma-2-9b-bnb-4bit
-
-This gemma2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
-
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+- **Finetuned from model :** unsloth/gemma-2-9b-bnb-4bit