[Models] Improve iteration over layers (#19497)

Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
This commit is contained in:
Lukas Geiger
2025-08-29 02:26:34 +01:00
committed by GitHub
parent 235c9db8a7
commit de533ab2a1
65 changed files with 129 additions and 83 deletions

View File

@@ -26,6 +26,7 @@
from collections.abc import Iterable
from functools import partial
from itertools import islice
from typing import Optional, Union
import torch
@@ -305,7 +306,7 @@ class Olmo2Model(nn.Module):
assert isinstance(hidden_states, torch.Tensor)
# Apply blocks one-by-one.
for layer in self.layers[self.start_layer:self.end_layer]:
for layer in islice(self.layers, self.start_layer, self.end_layer):
# shape: (batch_size, seq_len, d_model)
hidden_states = layer(positions, hidden_states)