update readme to showcase newer models (#1923)

Co-authored-by: Ali Alshaarawy <[email protected]>

Author: ali-alshaar7

README.md

@@ -96,13 +96,14 @@ Every model is written from scratch to maximize performance and remove layers of
 
 | Model | Model size | Author | Reference |
 |----|----|----|----|
-| Llama 3, 3.1, 3.2 | 1B, 3B, 8B, 70B, 405B | Meta AI | [Meta AI 2024](https://github.com/meta-llama/llama3)                                           |
+| Llama 3, 3.1, 3.2, 3.3 | 1B, 3B, 8B, 70B, 405B | Meta AI | [Meta AI 2024](https://github.com/meta-llama/llama3)                                           |
 | Code Llama | 7B, 13B, 34B, 70B | Meta AI | [Rozière et al. 2023](https://arxiv.org/abs/2308.12950)                                       |
-| Mixtral MoE | 8x7B, 8x22B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/mixtral-of-experts/)                                  |
-| Mistral | 7B, 123B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/announcing-mistral-7b/)                                      |
 | CodeGemma | 7B | Google | [Google Team, Google Deepmind](https://ai.google.dev/gemma/docs/codegemma)                                     |
 | Gemma 2 | 2B, 9B, 27B | Google | [Google Team, Google Deepmind](https://storage.googleapis.com/deepmind-media/gemma/gemma-2-report.pdf)  |
-| Phi 3 & 3.5   | 3.8B | Microsoft | [Abdin et al. 2024](https://arxiv.org/abs/2404.14219)                                                 |
+| Phi 4 | 14B | Microsoft Research | [Abdin et al. 2024](https://arxiv.org/abs/2412.08905)                                                                            |
+| Qwen2.5 | 0.5B, 1.5B, 3B, 7B, 14B, 32B, 72B | Alibaba Group | [Qwen Team 2024](https://qwenlm.github.io/blog/qwen2.5/)                                               |
+| Qwen2.5 Coder | 0.5B, 1.5B, 3B, 7B, 14B, 32B | Alibaba Group | [Hui, Binyuan et al. 2024](https://arxiv.org/abs/2409.12186)                                          |
+| R1 Distll Llama | 8B, 70B | DeepSeek AI | [DeepSeek AI 2025](https://github.com/deepseek-ai/DeepSeek-R1/blob/main/DeepSeek_R1.pdf)                                                                                 |
 | ... | ... | ... | ...   |
 
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