Merge branch 'main' into hidream

Author: a-r-r-o-w

src/diffusers/models/autoencoders/autoencoder_kl_mochi.py

@@ -909,7 +909,7 @@ def encode(
     def _decode(self, z: torch.Tensor, return_dict: bool = True) -> Union[DecoderOutput, torch.Tensor]:
         batch_size, num_channels, num_frames, height, width = z.shape
         tile_latent_min_height = self.tile_sample_min_height // self.spatial_compression_ratio
-        tile_latent_min_width = self.tile_sample_stride_width // self.spatial_compression_ratio
+        tile_latent_min_width = self.tile_sample_min_width // self.spatial_compression_ratio
 
         if self.use_tiling and (width > tile_latent_min_width or height > tile_latent_min_height):
             return self.tiled_decode(z, return_dict=return_dict)

tests/pipelines/unclip/test_unclip.py

@@ -381,7 +381,7 @@ def test_inference_batch_single_identical(self):
         ]
 
         self._test_inference_batch_single_identical(
-            additional_params_copy_to_batched_inputs=additional_params_copy_to_batched_inputs, expected_max_diff=5e-3
+            additional_params_copy_to_batched_inputs=additional_params_copy_to_batched_inputs, expected_max_diff=9.8e-3
         )
 
     def test_inference_batch_consistent(self):

utils/notify_slack_about_release.py

@@ -17,8 +17,6 @@
 
 import requests
 
-from ..src.diffusers.utils.constants import DIFFUSERS_REQUEST_TIMEOUT
-
 
 # Configuration
 LIBRARY_NAME = "diffusers"
@@ -28,7 +26,7 @@
 
 def check_pypi_for_latest_release(library_name):
     """Check PyPI for the latest release of the library."""
-    response = requests.get(f"https://pypi.org/pypi/{library_name}/json", timeout=DIFFUSERS_REQUEST_TIMEOUT)
+    response = requests.get(f"https://pypi.org/pypi/{library_name}/json", timeout=60)
     if response.status_code == 200:
         data = response.json()
         return data["info"]["version"]
@@ -40,7 +38,7 @@ def check_pypi_for_latest_release(library_name):
 def get_github_release_info(github_repo):
     """Fetch the latest release info from GitHub."""
     url = f"https://api.github.com/repos/{github_repo}/releases/latest"
-    response = requests.get(url, timeout=DIFFUSERS_REQUEST_TIMEOUT)
+    response = requests.get(url, timeout=60)
 
     if response.status_code == 200:
         data = response.json()