Update README.md

README.md

@@ -24,7 +24,36 @@ The Turkish-Gemma-9b-v0.1 is designed for Turkish text generation tasks, providi
 You can easily demo the model here: https://cosmos.yildiz.edu.tr/cosmosgemma
 
 The results of a voting conducted by 18 judges on 1,450 questions are as follows:
-<img src="./oylama.jpeg"/>
+
+### 🏆 Model Comparison: Win Rates
+
+| Model Name                                   | Win Rate        |
+|---------------------------------------------|-----------------|
+| Qwen/Qwen3-30B-A3B                           | 62.39%          |
+| gpt-4o-mini                                  | 62.12%          |
+| google/gemma-3-12b-it                        | 61.61%          |
+| google/gemma-2-27b-it                        | 57.91%          |
+| **ytu-ce-cosmos/Turkish-Gemma-9b-v0.1**      | **57.30%**      |
+| google/gemma-2-9b-it                         | 54.13%          |
+| ytu-ce-cosmos/Turkish-Llama-8b-DPO-v0.1      | 36.89%          |
+
+### 📊 Turkish Evaluation Benchmark Results (via `malhajar17/lm-evaluation-harness_turkish`)
+
+| Model Name                                   | Average | MMLU  | Truthful_QA | ARC   | Hellaswag | Gsm8K | Winogrande |
+|---------------------------------------------|---------|-------|--------------|-------|-----------|-------|------------|
+| Qwen/Qwen2.5-72B-Instruct                    | 67.69   | 77.28 | 59.86        | 61.52 | 61.98     | 83.6  | 61.92      |
+| google/gemma-3-27b-it                        | 67.36   | 70.2  | 57.06        | 66.98 | 66.58     | 77.52 | 65.8       |
+| google/gemma-2-27b-it                        | 65.57   | 66.49 | 57.45        | 63.65 | 63.86     | 76.54 | 65.4       |
+| meta-llama/Llama-3-1-70B-Instruct            | 63.92   | 74.00 | 51.41        | 59.64 | 64.31     | 66.13 | 66.90      |
+| Qwen/Qwen2.5-32B-Instruct                    | 63.74   | 70.93 | 57.87        | 57.00 | 57.04     | 77.83 | 61.77      |
+| **ytu-ce-cosmos/Turkish-Gemma-9b-v0.1**      | **63.31** | **63.85** | **54.21**    | **59.64** | **64.19** | **73.42** | **64.53** |
+| google/gemma-3-12b-it                        | 62.94   | 63.92 | 57.16        | 60.67 | 62.00     | 72.06 | 61.77      |
+| Qwen/Qwen2.5-14B-it                          | 60.34   | 65.28 | 59.00        | 50.00 | 52.22     | 76.77 | 58.77      |
+| google/gemma-2-9b-it                         | 59.14   | 61.07 | 55.77        | 56.31 | 56.48     | 63.10 | 62.09      |
+| ytu-ce-cosmos/Turkish-Llama-8b-DPO-v0.1      | 55.03   | 51.97 | 57.56        | 51.02 | 52.96     | 59.87 | 57.77      |
+| Qwen/Qwen2.5-7B-Instruct                     | 53.42   | 56.31 | 55.99        | 42.06 | 44.71     | 64.16 | 59.66      |
+
+
 
 #### Transformers pipeline