Fix OutOfMemoryError

✅ Solution

OutOfMemoryError in sentence-transformers usually arises from loading excessively large models or batches onto the GPU. Reduce the batch size during training or inference, and consider using a smaller model like `all-MiniLM-L6-v2` which has a lower memory footprint. Alternatively, enable gradient accumulation or offload model weights to CPU during training if possible.