Update README.md

README.md

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   🤗<a href="https://huggingface.co/collections/long-xing1/caprl-68d64ac32ded31596c36e189">CapRL Collection</a> | 🤗<a href="https://huggingface.co/papers/2509.22647">Daily Paper</a> ｜🤗<a href="https://huggingface.co/mradermacher/CapRL-3B-GGUF">CapRL-3B-GGUF</a> ｜🤗<a href="https://huggingface.co/mradermacher/CapRL-3B-i1-GGUF">CapRL-3B-i1-GGUF</a>
 
-📢 News
+We are working on even stronger base models and upgrading our training recipe — stay tuned!
 
-- 🚀 Based on the same recipe as CapRL-3B, we used InternVL3.5-8B as the policy model and obtained **CapRL-InternVL3.5-8B** through CapRL. **Its performance significantly surpasses that of Qwen2.5-VL-72B**.
+## 📢 News
+- 🚀 [16/15/2025] We are excited to announce the release of **CapRL-InternVL3.5-8B**, whose image captioning capability outperforms Qwen2.5-VL-72B!
+- 🚀 [10/15/2025] We release QA curation code.
+- 🚀 [09/25/2025] We release **CapRL** repository, model, evaluation code and dataset.
 
-- 🚀 We are working on even stronger base models and upgrading our training recipe — stay tuned!
+Based on the same recipe as CapRL-3B, we used InternVL3.5-8B as the policy model and obtained **CapRL-InternVL3.5-8B** through CapRL.
+
+
+CapRL-3B-GGUF is static quants version, and CapRL-3B-i1-GGUF is weighted/imatrix quants version. Thanks for their contribution!
 
-- 🚀 CapRL-3B-GGUF is static quants version, and CapRL-3B-i1-GGUF is weighted/imatrix quants version. Thanks for their contribution!
 
 ## Introduction
 We are excited to introduce CapRL-3B, a lightweight 3B image captioner that achieves perception capabilities comparable to Qwen2.5-VL-72B.