Recent updates to the README

README.md

@@ -9,8 +9,10 @@
 
 [**Introduction**](#introduction) | [**Installation**](#installation) | [**Get Started**](#get-started) |  [**Documentation**](https://pytorch.org/torchtune/main/index.html) | [**Community**](#community) | [**License**](#license) | [**Citing torchtune**](#citing-torchtune)
 
-> [!IMPORTANT]
-> Update September 25, 2024: torchtune has support for **Llama 3.2 11B Vision**, **Llama 3.2 3B**, and **Llama 3.2 1B** models! Try them out by following our installation instructions [here](#Installation), then run any of the text configs [here](recipes/configs/llama3_2) or vision configs [here](recipes/configs/llama3_2_vision).
+### 📣 Recent updates 📣
+* *November 2024*: torchtune has added [Gemma2](recipes/configs/gemma2) to its models!
+* *October 2024*: torchtune added support for Qwen2.5 models - find the recipes [here](recipes/configs/qwen2_5/)
+* *September 2024*: torchtune has support for **Llama 3.2 11B Vision**, **Llama 3.2 3B**, and **Llama 3.2 1B** models! Try them out by following our installation instructions [here](#Installation), then run any of the text configs [here](recipes/configs/llama3_2) or vision configs [here](recipes/configs/llama3_2_vision).
 
 
  
@@ -47,6 +49,7 @@ torchtune currently supports the following models.
 | [Gemma2](https://huggingface.co/docs/transformers/main/en/model_doc/gemma2)   | 2B, 9B, 27B [[models](torchtune/models/gemma2/_model_builders.py), [configs](recipes/configs/gemma2/)] |
 | [Microsoft Phi3](https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3) | Mini [[models](torchtune/models/phi3/), [configs](recipes/configs/phi3/)]
 | [Qwen2](https://qwenlm.github.io/blog/qwen2/) | 0.5B, 1.5B, 7B [[models](torchtune/models/qwen2/), [configs](recipes/configs/qwen2/)]
+| [Qwen2.5](https://qwenlm.github.io/blog/qwen2.5/) | 0.5B, 1.5B, 3B, 7B, 14B, 32B, 72B [[models](torchtune/models/qwen2_5/), [configs](recipes/configs/qwen2_5/)]
 
 We're always adding new models, but feel free to [file an issue](https://github.com/pytorch/torchtune/issues/new) if there's a new one you would like to see in torchtune.
 
@@ -260,6 +263,7 @@ We really value our community and the contributions made by our wonderful users.
 - [@fyabc](https://github.com/fyabc) for adding Qwen2 models, tokenizer, and recipe integration to torchtune
 - [@solitude-alive](https://github.com/solitude-alive) for adding the [Gemma 2B model](torchtune/models/gemma/) to torchtune, including recipe changes, numeric validations of the models and recipe correctness
 - [@yechenzhi](https://github.com/yechenzhi) for adding [Direct Preference Optimization (DPO)](recipes/lora_dpo_single_device.py) to torchtune, including the recipe and config along with correctness checks
+- [@Optimox](https://github.com/Optimox) for adding all the [Gemma2 variants](torchtune/models/gemma2) to torchtune!