diff --git a/moondream/torch/moondream.py b/moondream/torch/moondream.py
index 6baf2d1b..8960192c 100644
--- a/moondream/torch/moondream.py
+++ b/moondream/torch/moondream.py
@@ -369,6 +369,7 @@ def _generate_points(
                 next_token.item() != self.config.tokenizer.eos_id
                 and len(out) < max_points
             ):
+
                 x_logits = decode_coordinate(hidden, self.region)
                 x_center = torch.argmax(x_logits, dim=-1) / x_logits.size(-1)
                 next_emb = encode_coordinate(
@@ -390,9 +391,17 @@ def _generate_points(
                     mask[:, :, pos], pos_ids[0] = 1, pos
                     logits, hidden = self._decode_one_tok(next_emb, mask, pos_ids)
                     pos += 1
+
                     size_logits = decode_size(hidden, self.region)
-                    w = torch.argmax(size_logits[0], dim=-1) / size_logits.size(-1)
-                    h = torch.argmax(size_logits[1], dim=-1) / size_logits.size(-1)
+
+                    w_bin = torch.argmax(size_logits[0], dim=-1).float()
+                    w_log2 = w_bin / 1023.0 * 10.0 - 10.0
+                    w = 2.0**w_log2
+
+                    h_bin = torch.argmax(size_logits[1], dim=-1).float()
+                    h_log2 = h_bin / 1023.0 * 10.0 - 10.0
+                    h = 2.0**h_log2
+
                     next_emb = encode_size(
                         torch.tensor(
                             [w, h], device=self.device, dtype=size_logits.dtype