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README.md

@@ -32,8 +32,7 @@ Mizan-Rerank-v2 is a cross-encoder reranking model based on [Alibaba-NLP/gte-mul
 
 - **Long Document Support**: Handles up to 8192 tokens using RoPE position embeddings with NTK scaling
 - **Superior Arabic Performance**: Outperforms BAAI/bge-reranker-v2-m3 (568M) despite being nearly half the size
-- **Efficient Fine-tuning**: Trained with only 2,500 gradient steps using a conservative learning rate to preserve base model knowledge
-- **Arabic Language Optimization**: Fine-tuned on 1.2M+ Arabic query-document pairs from diverse sources including MIRACL, MLDR, and Mr.TyDi
+- **Arabic Language Optimization**: Fine-tuned on 1.2M+ Arabic query-document pairs from diverse sources
 
 ## Performance Benchmarks