Update README.md

README.md

@@ -45,9 +45,11 @@ The model incorporates several innovative designs:
     - [x] [KaLM-embedding-multilingual-mini-instruct-v1](https://huggingface.co/HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1)
     - [x] [KaLM-embedding-multilingual-mini-instruct-v1.5](https://huggingface.co/HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5)
     - [x] [KaLM-embedding-multilingual-mini-instruct-v2](https://huggingface.co/HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2)
+    - [x] [KaLM-embedding-multilingual-mini-instruct-v2.5](https://huggingface.co/KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5)
 - [x] Training and Evaluation Code: [HITsz-TMG/KaLM-Embedding](https://github.com/HITsz-TMG/KaLM-Embedding)
-- [x] Technical Report: [KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model](https://huggingface.co/papers/2506.20923)
-- [ ] Training Data
+- [x] Technical Report: [KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model](https://arxiv.org/abs/2506.20923v4)
+- [x] Pre-training Data: [Pre-training Data](https://huggingface.co/datasets/HIT-TMG/KaLM-embedding-pretrain-data)
+- [ ] Fine-tuning Data
 
 
 ## Evaluation