Update README.md

README.md

@@ -10,14 +10,55 @@ tags:
 - gemma2
 - trl
 - sft
+- praisonai
+- praison
 ---
 
+# Tamilan 2: 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)
+
+
 # Uploaded model
 
 - **Developed by:** mervinpraison
 - **License:** apache-2.0
 - **Finetuned from model :** unsloth/gemma-2-27b-it-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)
+[<img src="https://github.com/MervinPraison/PraisonAI/blob/main/praisonai/public/logo_light.png?raw=true" width="200"/>](https://docs.praison.ai/)