Update.

[culture.git] / mygpt.py

diff --git a/mygpt.py b/mygpt.py
index 3bb3519..a178491 100755 (executable)
--- a/mygpt.py
+++ b/mygpt.py
@@ -292,7 +292,7 @@ class MyGPT(nn.Module):
             )  # Needed to initialize the model's cache
         for s in range(to_generate.min(), to_generate.max() + 1):
             output = self(BracketedSequence(input, s, 1)).x
-            logits = output[:, s]
+            logits = output[:, s] / temperature
             if forbidden_tokens is not None:
                 logits = logits.masked_fill(forbidden_tokens, float("-inf"))
             if forced_biases is not None:
@@ -304,7 +304,7 @@ class MyGPT(nn.Module):
                 t_next = dist.sample()
                 sum_logits += logits.log_softmax(dim=-1)[
                     torch.arange(t_next.size(0)), t_next
-                ]
+                ].sum()
             input[:, s] = ar_mask[:, s] * t_next + (1 - ar_mask[:, s]) * input[:, s]
 
         return sum_logits